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<li class="navelem"><a class="el" href="dir_e770f0cf77e550adde3f44739ef529fe.html">include</a></li><li class="navelem"><a class="el" href="dir_6a63c4937d4da007e55fff5dcf71e0f8.html">OpenMS</a></li><li class="navelem"><a class="el" href="dir_9f700962877a340cb515a8f4e78fa50c.html">TRANSFORMATIONS</a></li><li class="navelem"><a class="el" href="dir_29b0625679bb708bf770027bc72bc5d8.html">RAW2PEAK</a></li>  </ul>
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<div class="title">TwoDOptimization.h</div>  </div>
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<a href="TwoDOptimization_8h.html">Go to the documentation of this file.</a><div class="fragment"><div class="line"><a name="l00001"></a><span class="lineno">    1</span>&#160;<span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00002"></a><span class="lineno">    2</span>&#160;<span class="comment">//                   OpenMS -- Open-Source Mass Spectrometry</span></div>
<div class="line"><a name="l00003"></a><span class="lineno">    3</span>&#160;<span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00004"></a><span class="lineno">    4</span>&#160;<span class="comment">// Copyright The OpenMS Team -- Eberhard Karls University Tuebingen,</span></div>
<div class="line"><a name="l00005"></a><span class="lineno">    5</span>&#160;<span class="comment">// ETH Zurich, and Freie Universitaet Berlin 2002-2013.</span></div>
<div class="line"><a name="l00006"></a><span class="lineno">    6</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00007"></a><span class="lineno">    7</span>&#160;<span class="comment">// This software is released under a three-clause BSD license:</span></div>
<div class="line"><a name="l00008"></a><span class="lineno">    8</span>&#160;<span class="comment">//  * Redistributions of source code must retain the above copyright</span></div>
<div class="line"><a name="l00009"></a><span class="lineno">    9</span>&#160;<span class="comment">//    notice, this list of conditions and the following disclaimer.</span></div>
<div class="line"><a name="l00010"></a><span class="lineno">   10</span>&#160;<span class="comment">//  * Redistributions in binary form must reproduce the above copyright</span></div>
<div class="line"><a name="l00011"></a><span class="lineno">   11</span>&#160;<span class="comment">//    notice, this list of conditions and the following disclaimer in the</span></div>
<div class="line"><a name="l00012"></a><span class="lineno">   12</span>&#160;<span class="comment">//    documentation and/or other materials provided with the distribution.</span></div>
<div class="line"><a name="l00013"></a><span class="lineno">   13</span>&#160;<span class="comment">//  * Neither the name of any author or any participating institution</span></div>
<div class="line"><a name="l00014"></a><span class="lineno">   14</span>&#160;<span class="comment">//    may be used to endorse or promote products derived from this software</span></div>
<div class="line"><a name="l00015"></a><span class="lineno">   15</span>&#160;<span class="comment">//    without specific prior written permission.</span></div>
<div class="line"><a name="l00016"></a><span class="lineno">   16</span>&#160;<span class="comment">// For a full list of authors, refer to the file AUTHORS.</span></div>
<div class="line"><a name="l00017"></a><span class="lineno">   17</span>&#160;<span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00018"></a><span class="lineno">   18</span>&#160;<span class="comment">// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS &quot;AS IS&quot;</span></div>
<div class="line"><a name="l00019"></a><span class="lineno">   19</span>&#160;<span class="comment">// AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE</span></div>
<div class="line"><a name="l00020"></a><span class="lineno">   20</span>&#160;<span class="comment">// IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE</span></div>
<div class="line"><a name="l00021"></a><span class="lineno">   21</span>&#160;<span class="comment">// ARE DISCLAIMED. IN NO EVENT SHALL ANY OF THE AUTHORS OR THE CONTRIBUTING</span></div>
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<div class="line"><a name="l00023"></a><span class="lineno">   23</span>&#160;<span class="comment">// EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,</span></div>
<div class="line"><a name="l00024"></a><span class="lineno">   24</span>&#160;<span class="comment">// PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS;</span></div>
<div class="line"><a name="l00025"></a><span class="lineno">   25</span>&#160;<span class="comment">// OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY,</span></div>
<div class="line"><a name="l00026"></a><span class="lineno">   26</span>&#160;<span class="comment">// WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR</span></div>
<div class="line"><a name="l00027"></a><span class="lineno">   27</span>&#160;<span class="comment">// OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF</span></div>
<div class="line"><a name="l00028"></a><span class="lineno">   28</span>&#160;<span class="comment">// ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.</span></div>
<div class="line"><a name="l00029"></a><span class="lineno">   29</span>&#160;<span class="comment">//</span></div>
<div class="line"><a name="l00030"></a><span class="lineno">   30</span>&#160;<span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00031"></a><span class="lineno">   31</span>&#160;<span class="comment">// $Maintainer: Alexandra Zerck $</span></div>
<div class="line"><a name="l00032"></a><span class="lineno">   32</span>&#160;<span class="comment">// $Authors: $</span></div>
<div class="line"><a name="l00033"></a><span class="lineno">   33</span>&#160;<span class="comment">// --------------------------------------------------------------------------</span></div>
<div class="line"><a name="l00034"></a><span class="lineno">   34</span>&#160;</div>
<div class="line"><a name="l00035"></a><span class="lineno">   35</span>&#160;<span class="preprocessor">#ifndef OPENMS_TRANSFORMATIONS_RAW2PEAK_TWODOPTIMIZATION_H</span></div>
<div class="line"><a name="l00036"></a><span class="lineno">   36</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#define OPENMS_TRANSFORMATIONS_RAW2PEAK_TWODOPTIMIZATION_H</span></div>
<div class="line"><a name="l00037"></a><span class="lineno">   37</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00038"></a><span class="lineno">   38</span>&#160;<span class="comment">//#define DEBUG_2D</span></div>
<div class="line"><a name="l00039"></a><span class="lineno">   39</span>&#160;<span class="preprocessor">#undef DEBUG_2D</span></div>
<div class="line"><a name="l00040"></a><span class="lineno">   40</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00041"></a><span class="lineno">   41</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00042"></a><span class="lineno">   42</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#include &lt;iostream&gt;</span></div>
<div class="line"><a name="l00043"></a><span class="lineno">   43</span>&#160;<span class="preprocessor">#include &lt;fstream&gt;</span></div>
<div class="line"><a name="l00044"></a><span class="lineno">   44</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00045"></a><span class="lineno">   45</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00046"></a><span class="lineno">   46</span>&#160;<span class="preprocessor">#include &lt;vector&gt;</span></div>
<div class="line"><a name="l00047"></a><span class="lineno">   47</span>&#160;<span class="preprocessor">#include &lt;utility&gt;</span></div>
<div class="line"><a name="l00048"></a><span class="lineno">   48</span>&#160;<span class="preprocessor">#include &lt;cmath&gt;</span></div>
<div class="line"><a name="l00049"></a><span class="lineno">   49</span>&#160;<span class="preprocessor">#include &lt;set&gt;</span></div>
<div class="line"><a name="l00050"></a><span class="lineno">   50</span>&#160;</div>
<div class="line"><a name="l00051"></a><span class="lineno">   51</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="PeakShape_8h.html">OpenMS/TRANSFORMATIONS/RAW2PEAK/PeakShape.h</a>&gt;</span></div>
<div class="line"><a name="l00052"></a><span class="lineno">   52</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="OptimizePeakDeconvolution_8h.html">OpenMS/TRANSFORMATIONS/RAW2PEAK/OptimizePeakDeconvolution.h</a>&gt;</span></div>
<div class="line"><a name="l00053"></a><span class="lineno">   53</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="MSExperiment_8h.html">OpenMS/KERNEL/MSExperiment.h</a>&gt;</span></div>
<div class="line"><a name="l00054"></a><span class="lineno">   54</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="MSSpectrum_8h.html">OpenMS/KERNEL/MSSpectrum.h</a>&gt;</span></div>
<div class="line"><a name="l00055"></a><span class="lineno">   55</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="PeakIndex_8h.html">OpenMS/KERNEL/PeakIndex.h</a>&gt;</span></div>
<div class="line"><a name="l00056"></a><span class="lineno">   56</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="Exception_8h.html">OpenMS/CONCEPT/Exception.h</a>&gt;</span></div>
<div class="line"><a name="l00057"></a><span class="lineno">   57</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="IsotopeCluster_8h.html">OpenMS/DATASTRUCTURES/IsotopeCluster.h</a>&gt;</span></div>
<div class="line"><a name="l00058"></a><span class="lineno">   58</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="DefaultParamHandler_8h.html">OpenMS/DATASTRUCTURES/DefaultParamHandler.h</a>&gt;</span></div>
<div class="line"><a name="l00059"></a><span class="lineno">   59</span>&#160;</div>
<div class="line"><a name="l00060"></a><span class="lineno">   60</span>&#160;<span class="preprocessor">#ifndef OPENMS_SYSTEM_STOPWATCH_H</span></div>
<div class="line"><a name="l00061"></a><span class="lineno">   61</span>&#160;<span class="preprocessor"></span><span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00062"></a><span class="lineno">   62</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00063"></a><span class="lineno">   63</span>&#160;<span class="preprocessor">#include &lt;boost/math/special_functions/acosh.hpp&gt;</span></div>
<div class="line"><a name="l00064"></a><span class="lineno">   64</span>&#160;<span class="preprocessor">#include &lt;gsl/gsl_vector.h&gt;</span></div>
<div class="line"><a name="l00065"></a><span class="lineno">   65</span>&#160;<span class="preprocessor">#include &lt;gsl/gsl_multifit_nlin.h&gt;</span></div>
<div class="line"><a name="l00066"></a><span class="lineno">   66</span>&#160;<span class="preprocessor">#include &lt;gsl/gsl_blas.h&gt;</span></div>
<div class="line"><a name="l00067"></a><span class="lineno">   67</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="OptimizePick_8h.html">OpenMS/TRANSFORMATIONS/RAW2PEAK/OptimizePick.h</a>&gt;</span></div>
<div class="line"><a name="l00068"></a><span class="lineno">   68</span>&#160;<span class="preprocessor">#include &lt;<a class="code" href="PeakShape_8h.html">OpenMS/TRANSFORMATIONS/RAW2PEAK/PeakShape.h</a>&gt;</span></div>
<div class="line"><a name="l00069"></a><span class="lineno">   69</span>&#160;</div>
<div class="line"><a name="l00070"></a><span class="lineno">   70</span>&#160;<span class="keyword">namespace </span>OpenMS</div>
<div class="line"><a name="l00071"></a><span class="lineno">   71</span>&#160;{</div>
<div class="line"><a name="l00086"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html">   86</a></span>&#160;  <span class="keyword">class </span>OPENMS_DLLAPI <a class="code" href="classOpenMS_1_1TwoDOptimization.html">TwoDOptimization</a> :</div>
<div class="line"><a name="l00087"></a><span class="lineno">   87</span>&#160;    <span class="keyword">public</span> <a class="code" href="classOpenMS_1_1DefaultParamHandler.html">DefaultParamHandler</a></div>
<div class="line"><a name="l00088"></a><span class="lineno">   88</span>&#160;  {</div>
<div class="line"><a name="l00089"></a><span class="lineno">   89</span>&#160;<span class="keyword">public</span>:</div>
<div class="line"><a name="l00090"></a><span class="lineno">   90</span>&#160;</div>
<div class="line"><a name="l00092"></a><span class="lineno">   92</span>&#160;    <a class="code" href="classOpenMS_1_1TwoDOptimization.html">TwoDOptimization</a>();</div>
<div class="line"><a name="l00093"></a><span class="lineno">   93</span>&#160;</div>
<div class="line"><a name="l00095"></a><span class="lineno">   95</span>&#160;    <a class="code" href="classOpenMS_1_1TwoDOptimization.html">TwoDOptimization</a>(<span class="keyword">const</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html">TwoDOptimization</a>&amp; opt);</div>
<div class="line"><a name="l00096"></a><span class="lineno">   96</span>&#160;</div>
<div class="line"><a name="l00098"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#ae71d03ba24d6ab714f95b65a524b9ec4">   98</a></span>&#160;    <span class="keyword">virtual</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#ae71d03ba24d6ab714f95b65a524b9ec4">~TwoDOptimization</a>(){}</div>
<div class="line"><a name="l00099"></a><span class="lineno">   99</span>&#160;</div>
<div class="line"><a name="l00101"></a><span class="lineno">  101</span>&#160;    <a class="code" href="classOpenMS_1_1TwoDOptimization.html">TwoDOptimization</a>&amp; operator=(<span class="keyword">const</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html">TwoDOptimization</a>&amp; opt);</div>
<div class="line"><a name="l00102"></a><span class="lineno">  102</span>&#160;</div>
<div class="line"><a name="l00103"></a><span class="lineno">  103</span>&#160;</div>
<div class="line"><a name="l00105"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#aafe5d0ee09d7e6ee8a5f12b9f5f40a19">  105</a></span>&#160;    <span class="keyword">inline</span> <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#aafe5d0ee09d7e6ee8a5f12b9f5f40a19">getMZTolerance</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> tolerance_mz_; }</div>
<div class="line"><a name="l00107"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#aef02420ae0f171972e40c069ec5931be">  107</a></span>&#160;    <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#aef02420ae0f171972e40c069ec5931be">setMZTolerance</a>(<a class="code" href="classdouble.html">DoubleReal</a> tolerance_mz)</div>
<div class="line"><a name="l00108"></a><span class="lineno">  108</span>&#160;    {</div>
<div class="line"><a name="l00109"></a><span class="lineno">  109</span>&#160;      tolerance_mz_ = tolerance_mz;</div>
<div class="line"><a name="l00110"></a><span class="lineno">  110</span>&#160;      param_.setValue(<span class="stringliteral">&quot;2d:tolerance_mz&quot;</span>, tolerance_mz);</div>
<div class="line"><a name="l00111"></a><span class="lineno">  111</span>&#160;    }</div>
<div class="line"><a name="l00112"></a><span class="lineno">  112</span>&#160;</div>
<div class="line"><a name="l00114"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#add19caffdc34d20e18e084922846ec3a">  114</a></span>&#160;    <span class="keyword">inline</span> <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#add19caffdc34d20e18e084922846ec3a">getMaxPeakDistance</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> max_peak_distance_; }</div>
<div class="line"><a name="l00116"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#afe966e2a453a2c21000f38f431bc6205">  116</a></span>&#160;    <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#afe966e2a453a2c21000f38f431bc6205">setMaxPeakDistance</a>(<a class="code" href="classdouble.html">DoubleReal</a> max_peak_distance)</div>
<div class="line"><a name="l00117"></a><span class="lineno">  117</span>&#160;    {</div>
<div class="line"><a name="l00118"></a><span class="lineno">  118</span>&#160;      max_peak_distance_ = max_peak_distance;</div>
<div class="line"><a name="l00119"></a><span class="lineno">  119</span>&#160;      param_.setValue(<span class="stringliteral">&quot;2d:max_peak_distance&quot;</span>, max_peak_distance);</div>
<div class="line"><a name="l00120"></a><span class="lineno">  120</span>&#160;    }</div>
<div class="line"><a name="l00121"></a><span class="lineno">  121</span>&#160;</div>
<div class="line"><a name="l00123"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a8e66c4bb9601b0c87307512a044930b8">  123</a></span>&#160;    <span class="keyword">inline</span> <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a8e66c4bb9601b0c87307512a044930b8">getMaxAbsError</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> eps_abs_; }</div>
<div class="line"><a name="l00125"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a850156405bdec2d3a4761d49310151e7">  125</a></span>&#160;    <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a850156405bdec2d3a4761d49310151e7">setMaxAbsError</a>(<a class="code" href="classdouble.html">DoubleReal</a> eps_abs)</div>
<div class="line"><a name="l00126"></a><span class="lineno">  126</span>&#160;    {</div>
<div class="line"><a name="l00127"></a><span class="lineno">  127</span>&#160;      eps_abs_ = eps_abs;</div>
<div class="line"><a name="l00128"></a><span class="lineno">  128</span>&#160;      param_.setValue(<span class="stringliteral">&quot;delta_abs_error&quot;</span>, eps_abs);</div>
<div class="line"><a name="l00129"></a><span class="lineno">  129</span>&#160;    }</div>
<div class="line"><a name="l00130"></a><span class="lineno">  130</span>&#160;</div>
<div class="line"><a name="l00132"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#ac061845432fbff0f67d3212a815ebac9">  132</a></span>&#160;    <span class="keyword">inline</span> <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#ac061845432fbff0f67d3212a815ebac9">getMaxRelError</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> eps_rel_; }</div>
<div class="line"><a name="l00134"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a6ed5164a8b4af4b3de8e04912350acfb">  134</a></span>&#160;    <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a6ed5164a8b4af4b3de8e04912350acfb">setMaxRelError</a>(<a class="code" href="classdouble.html">DoubleReal</a> eps_rel)</div>
<div class="line"><a name="l00135"></a><span class="lineno">  135</span>&#160;    {</div>
<div class="line"><a name="l00136"></a><span class="lineno">  136</span>&#160;      eps_rel_ = eps_rel;</div>
<div class="line"><a name="l00137"></a><span class="lineno">  137</span>&#160;      param_.setValue(<span class="stringliteral">&quot;delta_rel_error&quot;</span>, eps_rel);</div>
<div class="line"><a name="l00138"></a><span class="lineno">  138</span>&#160;    }</div>
<div class="line"><a name="l00139"></a><span class="lineno">  139</span>&#160;</div>
<div class="line"><a name="l00141"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a4c366f74747bc1983e91ca37d58af808">  141</a></span>&#160;    <span class="keyword">inline</span> <a class="code" href="classunsigned_01int.html">UInt</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a4c366f74747bc1983e91ca37d58af808">getMaxIterations</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> max_iteration_; }</div>
<div class="line"><a name="l00143"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#ae11715606af5b9d6d8426dd7f6c783af">  143</a></span>&#160;    <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#ae11715606af5b9d6d8426dd7f6c783af">setMaxIterations</a>(<a class="code" href="classunsigned_01int.html">UInt</a> max_iteration)</div>
<div class="line"><a name="l00144"></a><span class="lineno">  144</span>&#160;    {</div>
<div class="line"><a name="l00145"></a><span class="lineno">  145</span>&#160;      max_iteration_ = max_iteration;</div>
<div class="line"><a name="l00146"></a><span class="lineno">  146</span>&#160;      param_.setValue(<span class="stringliteral">&quot;iterations&quot;</span>, max_iteration);</div>
<div class="line"><a name="l00147"></a><span class="lineno">  147</span>&#160;    }</div>
<div class="line"><a name="l00148"></a><span class="lineno">  148</span>&#160;</div>
<div class="line"><a name="l00150"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#aacb90f036a8fff25704290ac0c34364c">  150</a></span>&#160;    <span class="keyword">inline</span> <span class="keyword">const</span> <a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html">OptimizationFunctions::PenaltyFactorsIntensity</a>&amp; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#aacb90f036a8fff25704290ac0c34364c">getPenalties</a>()<span class="keyword"> const </span>{<span class="keywordflow">return</span> penalties_; }</div>
<div class="line"><a name="l00152"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a165bfd792d0e5b693e0cdd6a9782d27f">  152</a></span>&#160;    <span class="keyword">inline</span> <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a165bfd792d0e5b693e0cdd6a9782d27f">setPenalties</a>(<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html">OptimizationFunctions::PenaltyFactorsIntensity</a>&amp; penalties)</div>
<div class="line"><a name="l00153"></a><span class="lineno">  153</span>&#160;    {</div>
<div class="line"><a name="l00154"></a><span class="lineno">  154</span>&#160;      penalties_ = penalties;</div>
<div class="line"><a name="l00155"></a><span class="lineno">  155</span>&#160;      param_.setValue(<span class="stringliteral">&quot;penalties:position&quot;</span>, penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a5e9dd75fc35bca3ebe4981821077aebe">pos</a>);</div>
<div class="line"><a name="l00156"></a><span class="lineno">  156</span>&#160;      param_.setValue(<span class="stringliteral">&quot;penalties:height&quot;</span>, penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html#a5343d7f469d61e6d3f4808a609094175">height</a>);</div>
<div class="line"><a name="l00157"></a><span class="lineno">  157</span>&#160;      param_.setValue(<span class="stringliteral">&quot;penalties:left_width&quot;</span>, penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#abb10592f0ea83f824c0a14f4afa95be4">lWidth</a>);</div>
<div class="line"><a name="l00158"></a><span class="lineno">  158</span>&#160;      param_.setValue(<span class="stringliteral">&quot;penalties:right_width&quot;</span>, penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a478a632c0b5a363e215061428eee1a1c">rWidth</a>);</div>
<div class="line"><a name="l00159"></a><span class="lineno">  159</span>&#160;    }</div>
<div class="line"><a name="l00160"></a><span class="lineno">  160</span>&#160;</div>
<div class="line"><a name="l00177"></a><span class="lineno">  177</span>&#160;    <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00178"></a><span class="lineno">  178</span>&#160;    <span class="keywordtype">void</span> optimize(InputSpectrumIterator first,</div>
<div class="line"><a name="l00179"></a><span class="lineno">  179</span>&#160;                  InputSpectrumIterator last,</div>
<div class="line"><a name="l00180"></a><span class="lineno">  180</span>&#160;                  <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; ms_exp, <span class="keywordtype">bool</span> real2D = <span class="keyword">true</span>);</div>
<div class="line"><a name="l00181"></a><span class="lineno">  181</span>&#160;</div>
<div class="line"><a name="l00182"></a><span class="lineno">  182</span>&#160;</div>
<div class="line"><a name="l00183"></a><span class="lineno">  183</span>&#160;<span class="keyword">protected</span>:</div>
<div class="line"><a name="l00185"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html">  185</a></span>&#160;    <span class="keyword">struct </span><a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html">Data</a></div>
<div class="line"><a name="l00186"></a><span class="lineno">  186</span>&#160;    {</div>
<div class="line"><a name="l00187"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">  187</a></span>&#160;      std::vector&lt;std::pair&lt;SignedSize, SignedSize&gt; &gt; <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>;</div>
<div class="line"><a name="l00188"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">  188</a></span>&#160;      std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>;</div>
<div class="line"><a name="l00189"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">  189</a></span>&#160;      <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a>;</div>
<div class="line"><a name="l00190"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">  190</a></span>&#160;      std::map&lt;Int, std::vector&lt;PeakIndex&gt; &gt; <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a>;</div>
<div class="line"><a name="l00191"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a2dcab4dd664c2b08f478ebde32edaa74">  191</a></span>&#160;      <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;&gt;</a> <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a2dcab4dd664c2b08f478ebde32edaa74">picked_peaks</a>;</div>
<div class="line"><a name="l00192"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">  192</a></span>&#160;      <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;Peak1D&gt;::ConstIterator</a> <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a>;</div>
<div class="line"><a name="l00193"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a4dbfc949c1c63f8a02dafd6a592d7955">  193</a></span>&#160;      <a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html">OptimizationFunctions::PenaltyFactorsIntensity</a> <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a4dbfc949c1c63f8a02dafd6a592d7955">penalties</a>;</div>
<div class="line"><a name="l00194"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a5e129442f31432fc1dbb5d3573754012">  194</a></span>&#160;      std::vector&lt;DoubleReal&gt; <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a5e129442f31432fc1dbb5d3573754012">positions</a>;</div>
<div class="line"><a name="l00195"></a><span class="lineno"><a class="line" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a34171d03bcd36d5482f4c90b6e7c0d45">  195</a></span>&#160;      std::vector&lt;DoubleReal&gt; <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a34171d03bcd36d5482f4c90b6e7c0d45">signal</a>;</div>
<div class="line"><a name="l00196"></a><span class="lineno">  196</span>&#160;    };</div>
<div class="line"><a name="l00197"></a><span class="lineno">  197</span>&#160;</div>
<div class="line"><a name="l00199"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">  199</a></span>&#160;    std::multimap&lt;DoubleReal, IsotopeCluster&gt; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>;</div>
<div class="line"><a name="l00200"></a><span class="lineno">  200</span>&#160;</div>
<div class="line"><a name="l00202"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#af0c0642cd0366fd192034cf58036fb11">  202</a></span>&#160;    std::multimap&lt;DoubleReal, IsotopeCluster&gt;::const_iterator <a class="code" href="classOpenMS_1_1TwoDOptimization.html#af0c0642cd0366fd192034cf58036fb11">curr_region_</a>;</div>
<div class="line"><a name="l00203"></a><span class="lineno">  203</span>&#160;</div>
<div class="line"><a name="l00205"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a58b5225db8586aea7dd011a7447de6af">  205</a></span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a58b5225db8586aea7dd011a7447de6af">max_peak_distance_</a>;</div>
<div class="line"><a name="l00206"></a><span class="lineno">  206</span>&#160;</div>
<div class="line"><a name="l00208"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#acbc4c0b42c88614c321ed3a8e4075c08">  208</a></span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#acbc4c0b42c88614c321ed3a8e4075c08">tolerance_mz_</a>;</div>
<div class="line"><a name="l00209"></a><span class="lineno">  209</span>&#160;</div>
<div class="line"><a name="l00211"></a><span class="lineno">  211</span>&#160;    <span class="comment">//  std::map&lt;Int, std::vector&lt;MSExperiment&lt;&gt;::SpectrumType::Iterator &gt; &gt; matching_peaks_;</span></div>
<div class="line"><a name="l00212"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a50d07207174c609658e117b2aa89cb10">  212</a></span>&#160;    std::map&lt;Int, std::vector&lt;PeakIndex&gt; &gt; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a50d07207174c609658e117b2aa89cb10">matching_peaks_</a>;</div>
<div class="line"><a name="l00213"></a><span class="lineno">  213</span>&#160;</div>
<div class="line"><a name="l00214"></a><span class="lineno">  214</span>&#160;</div>
<div class="line"><a name="l00216"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a1ba9944277216253f5225aa74581147e">  216</a></span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a1ba9944277216253f5225aa74581147e">eps_abs_</a>;</div>
<div class="line"><a name="l00217"></a><span class="lineno">  217</span>&#160;</div>
<div class="line"><a name="l00219"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a0409337ea8ad2ae8fde8f6cba1e889a2">  219</a></span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0409337ea8ad2ae8fde8f6cba1e889a2">eps_rel_</a>;</div>
<div class="line"><a name="l00220"></a><span class="lineno">  220</span>&#160;</div>
<div class="line"><a name="l00222"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a78c0d505b8706df48e8cf696e21035ee">  222</a></span>&#160;    <a class="code" href="classunsigned_01int.html">UInt</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a78c0d505b8706df48e8cf696e21035ee">max_iteration_</a>;</div>
<div class="line"><a name="l00223"></a><span class="lineno">  223</span>&#160;</div>
<div class="line"><a name="l00225"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a5ecbb7085dd05993affbe76a8eae8718">  225</a></span>&#160;    <span class="keywordtype">bool</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a5ecbb7085dd05993affbe76a8eae8718">real_2D_</a>;</div>
<div class="line"><a name="l00226"></a><span class="lineno">  226</span>&#160;</div>
<div class="line"><a name="l00227"></a><span class="lineno">  227</span>&#160;</div>
<div class="line"><a name="l00229"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a1491750eda19a5fae8d6aa0deafb60ce">  229</a></span>&#160;    <a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html">OptimizationFunctions::PenaltyFactorsIntensity</a> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a1491750eda19a5fae8d6aa0deafb60ce">penalties_</a>;</div>
<div class="line"><a name="l00230"></a><span class="lineno">  230</span>&#160;</div>
<div class="line"><a name="l00231"></a><span class="lineno">  231</span>&#160;</div>
<div class="line"><a name="l00236"></a><span class="lineno">  236</span>&#160;    <span class="keyword">static</span> <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> residual2D_(<span class="keyword">const</span> gsl_vector* x, <span class="keywordtype">void</span>* params, gsl_vector* f);</div>
<div class="line"><a name="l00239"></a><span class="lineno">  239</span>&#160;    <span class="keyword">static</span> <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> jacobian2D_(<span class="keyword">const</span> gsl_vector* x, <span class="keywordtype">void</span>* params, gsl_matrix* J);</div>
<div class="line"><a name="l00241"></a><span class="lineno">  241</span>&#160;    <span class="keyword">static</span> <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> evaluate2D_(<span class="keyword">const</span> gsl_vector* x, <span class="keywordtype">void</span>* params, gsl_vector* f, gsl_matrix* J);</div>
<div class="line"><a name="l00242"></a><span class="lineno">  242</span>&#160;</div>
<div class="line"><a name="l00243"></a><span class="lineno">  243</span>&#160;</div>
<div class="line"><a name="l00248"></a><span class="lineno">  248</span>&#160;    std::vector&lt;DoubleReal&gt;::iterator searchInScan_(std::vector&lt;DoubleReal&gt;::iterator scan_begin,</div>
<div class="line"><a name="l00249"></a><span class="lineno">  249</span>&#160;                                                    std::vector&lt;DoubleReal&gt;::iterator scan_end,</div>
<div class="line"><a name="l00250"></a><span class="lineno">  250</span>&#160;                                                    <a class="code" href="classdouble.html">DoubleReal</a> current_mz);</div>
<div class="line"><a name="l00251"></a><span class="lineno">  251</span>&#160;</div>
<div class="line"><a name="l00253"></a><span class="lineno">  253</span>&#160;    <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00254"></a><span class="lineno">  254</span>&#160;    <span class="keywordtype">void</span> optimizeRegions_(InputSpectrumIterator&amp; first,</div>
<div class="line"><a name="l00255"></a><span class="lineno">  255</span>&#160;                          InputSpectrumIterator&amp; last,</div>
<div class="line"><a name="l00256"></a><span class="lineno">  256</span>&#160;                          <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; ms_exp);</div>
<div class="line"><a name="l00257"></a><span class="lineno">  257</span>&#160;</div>
<div class="line"><a name="l00259"></a><span class="lineno">  259</span>&#160;    <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00260"></a><span class="lineno">  260</span>&#160;    <span class="keywordtype">void</span> optimizeRegionsScanwise_(InputSpectrumIterator&amp; first,</div>
<div class="line"><a name="l00261"></a><span class="lineno">  261</span>&#160;                                  InputSpectrumIterator&amp; last,</div>
<div class="line"><a name="l00262"></a><span class="lineno">  262</span>&#160;                                  <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; ms_exp);</div>
<div class="line"><a name="l00263"></a><span class="lineno">  263</span>&#160;</div>
<div class="line"><a name="l00264"></a><span class="lineno">  264</span>&#160;</div>
<div class="line"><a name="l00266"></a><span class="lineno">  266</span>&#160;    <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00267"></a><span class="lineno">  267</span>&#160;    <span class="keywordtype">void</span> getRegionEndpoints_(<a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; exp,</div>
<div class="line"><a name="l00268"></a><span class="lineno">  268</span>&#160;                             InputSpectrumIterator&amp; first,</div>
<div class="line"><a name="l00269"></a><span class="lineno">  269</span>&#160;                             InputSpectrumIterator&amp; last,</div>
<div class="line"><a name="l00270"></a><span class="lineno">  270</span>&#160;                             <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> iso_map_idx,</div>
<div class="line"><a name="l00271"></a><span class="lineno">  271</span>&#160;                             <a class="code" href="classdouble.html">DoubleReal</a> noise_level,</div>
<div class="line"><a name="l00272"></a><span class="lineno">  272</span>&#160;                             <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html">TwoDOptimization::Data</a>&amp; d);</div>
<div class="line"><a name="l00273"></a><span class="lineno">  273</span>&#160;</div>
<div class="line"><a name="l00275"></a><span class="lineno">  275</span>&#160;    <span class="keywordtype">void</span> findMatchingPeaks_(std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator&amp; it,</div>
<div class="line"><a name="l00276"></a><span class="lineno">  276</span>&#160;                            <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;&gt;</a>&amp; ms_exp);</div>
<div class="line"><a name="l00277"></a><span class="lineno">  277</span>&#160;</div>
<div class="line"><a name="l00279"></a><span class="lineno">  279</span>&#160;</div>
<div class="line"><a name="l00281"></a><span class="lineno">  281</span>&#160;    <span class="keywordtype">void</span> updateMembers_();</div>
<div class="line"><a name="l00282"></a><span class="lineno">  282</span>&#160;  };</div>
<div class="line"><a name="l00283"></a><span class="lineno">  283</span>&#160;</div>
<div class="line"><a name="l00284"></a><span class="lineno">  284</span>&#160;</div>
<div class="line"><a name="l00285"></a><span class="lineno">  285</span>&#160;  <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00286"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a5678eb60386afb7f97145b361bd3947f">  286</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a5678eb60386afb7f97145b361bd3947f">TwoDOptimization::optimize</a>(InputSpectrumIterator first, InputSpectrumIterator last, <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; ms_exp, <span class="keywordtype">bool</span> real2D)</div>
<div class="line"><a name="l00287"></a><span class="lineno">  287</span>&#160;  {</div>
<div class="line"><a name="l00288"></a><span class="lineno">  288</span>&#160;    <span class="comment">//#define DEBUG_2D</span></div>
<div class="line"><a name="l00289"></a><span class="lineno">  289</span>&#160;    <span class="comment">//check if the input maps have the same number of spectra</span></div>
<div class="line"><a name="l00290"></a><span class="lineno">  290</span>&#160;    <span class="keywordflow">if</span> ((<a class="code" href="classunsigned_01int.html">UInt</a>)distance(first, last) != ms_exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#a9d78a687cf2a391198bb3cbc08bc06cb">size</a>())</div>
<div class="line"><a name="l00291"></a><span class="lineno">  291</span>&#160;    {</div>
<div class="line"><a name="l00292"></a><span class="lineno">  292</span>&#160;      <span class="keywordflow">throw</span> <a class="code" href="classOpenMS_1_1Exception_1_1IllegalArgument.html">Exception::IllegalArgument</a>(__FILE__, __LINE__, __PRETTY_FUNCTION__, <span class="stringliteral">&quot;Error in Two2Optimization: Raw and peak map do not have the same number of spectra&quot;</span>);</div>
<div class="line"><a name="l00293"></a><span class="lineno">  293</span>&#160;    }</div>
<div class="line"><a name="l00294"></a><span class="lineno">  294</span>&#160;    <span class="comment">//do nothing if there are no scans</span></div>
<div class="line"><a name="l00295"></a><span class="lineno">  295</span>&#160;    <span class="keywordflow">if</span> (ms_exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#ac6e61de369e994009e36f344f99c15ad">empty</a>())</div>
<div class="line"><a name="l00296"></a><span class="lineno">  296</span>&#160;    {</div>
<div class="line"><a name="l00297"></a><span class="lineno">  297</span>&#160;      <span class="keywordflow">return</span>;</div>
<div class="line"><a name="l00298"></a><span class="lineno">  298</span>&#160;    }</div>
<div class="line"><a name="l00299"></a><span class="lineno">  299</span>&#160;    <span class="comment">//check if required meta data arrays are present (for each scan)</span></div>
<div class="line"><a name="l00300"></a><span class="lineno">  300</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> i = 0; i &lt; ms_exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#a9d78a687cf2a391198bb3cbc08bc06cb">size</a>(); ++i)</div>
<div class="line"><a name="l00301"></a><span class="lineno">  301</span>&#160;    {</div>
<div class="line"><a name="l00302"></a><span class="lineno">  302</span>&#160;      <span class="comment">//check if enough meta data arrays are present</span></div>
<div class="line"><a name="l00303"></a><span class="lineno">  303</span>&#160;      <span class="keywordflow">if</span> (ms_exp[i].getFloatDataArrays().<a class="code" href="classOpenMS_1_1MSExperiment.html#a9d78a687cf2a391198bb3cbc08bc06cb">size</a>() &lt; 6)</div>
<div class="line"><a name="l00304"></a><span class="lineno">  304</span>&#160;      {</div>
<div class="line"><a name="l00305"></a><span class="lineno">  305</span>&#160;        <span class="keywordflow">throw</span> <a class="code" href="classOpenMS_1_1Exception_1_1IllegalArgument.html">Exception::IllegalArgument</a>(__FILE__, __LINE__, __PRETTY_FUNCTION__, <span class="stringliteral">&quot;Error in Two2Optimization: Not enough meta data arrays present (1:area, 5:shape, 3:left width, 4:right width)&quot;</span>);</div>
<div class="line"><a name="l00306"></a><span class="lineno">  306</span>&#160;      }</div>
<div class="line"><a name="l00307"></a><span class="lineno">  307</span>&#160;      <span class="keywordtype">bool</span> area = ms_exp[i].getFloatDataArrays()[1].getName() == <span class="stringliteral">&quot;maximumIntensity&quot;</span>;</div>
<div class="line"><a name="l00308"></a><span class="lineno">  308</span>&#160;      <span class="keywordtype">bool</span> wleft = ms_exp[i].getFloatDataArrays()[3].getName() == <span class="stringliteral">&quot;leftWidth&quot;</span>;</div>
<div class="line"><a name="l00309"></a><span class="lineno">  309</span>&#160;      <span class="keywordtype">bool</span> wright = ms_exp[i].getFloatDataArrays()[4].getName() == <span class="stringliteral">&quot;rightWidth&quot;</span>;</div>
<div class="line"><a name="l00310"></a><span class="lineno">  310</span>&#160;      <span class="keywordtype">bool</span> shape = ms_exp[i].getFloatDataArrays()[5].getName() == <span class="stringliteral">&quot;peakShape&quot;</span>;</div>
<div class="line"><a name="l00311"></a><span class="lineno">  311</span>&#160;</div>
<div class="line"><a name="l00312"></a><span class="lineno">  312</span>&#160;      <span class="keywordflow">if</span> (!area || !wleft || !wright || !shape)</div>
<div class="line"><a name="l00313"></a><span class="lineno">  313</span>&#160;      {</div>
<div class="line"><a name="l00314"></a><span class="lineno">  314</span>&#160;        <span class="keywordflow">throw</span> <a class="code" href="classOpenMS_1_1Exception_1_1IllegalArgument.html">Exception::IllegalArgument</a>(__FILE__, __LINE__, __PRETTY_FUNCTION__, <span class="stringliteral">&quot;Error in Two2Optimization: One or several meta data arrays missing (1:intensity, 5:shape, 3:left width, 4:right width)&quot;</span>);</div>
<div class="line"><a name="l00315"></a><span class="lineno">  315</span>&#160;      }</div>
<div class="line"><a name="l00316"></a><span class="lineno">  316</span>&#160;    }</div>
<div class="line"><a name="l00317"></a><span class="lineno">  317</span>&#160;    <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a5ecbb7085dd05993affbe76a8eae8718">real_2D_</a> = real2D;</div>
<div class="line"><a name="l00318"></a><span class="lineno">  318</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> InputSpectrumIterator::value_type InputSpectrumType;</div>
<div class="line"><a name="l00319"></a><span class="lineno">  319</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> InputSpectrumType::value_type <a class="code" href="namespaceOpenMS.html#a013338b7bdbb5c3b4c78666656070e23">PeakType</a>;</div>
<div class="line"><a name="l00320"></a><span class="lineno">  320</span>&#160;    <span class="keyword">typedef</span> <a class="code" href="classOpenMS_1_1MSSpectrum.html">MSSpectrum&lt;PeakType&gt;</a> SpectrumType;</div>
<div class="line"><a name="l00321"></a><span class="lineno">  321</span>&#160;</div>
<div class="line"><a name="l00322"></a><span class="lineno">  322</span>&#160;    <span class="keyword">typename</span> <a class="code" href="classOpenMS_1_1MSExperiment.html#a3049e1d8765313f967f17885188d767c">MSExperiment&lt;OutputPeakType&gt;::Iterator</a> ms_exp_it = ms_exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>();</div>
<div class="line"><a name="l00323"></a><span class="lineno">  323</span>&#160;    <span class="keyword">typename</span> <a class="code" href="classOpenMS_1_1MSExperiment.html#a3049e1d8765313f967f17885188d767c">MSExperiment&lt;OutputPeakType&gt;::Iterator</a> ms_exp_it_end = ms_exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#ab45dae688fc5d8983727abffa4389003">end</a>();</div>
<div class="line"><a name="l00324"></a><span class="lineno">  324</span>&#160;    <span class="keywordflow">if</span> (ms_exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#ac6e61de369e994009e36f344f99c15ad">empty</a>())</div>
<div class="line"><a name="l00325"></a><span class="lineno">  325</span>&#160;    {</div>
<div class="line"><a name="l00326"></a><span class="lineno">  326</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;empty experiment&quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00327"></a><span class="lineno">  327</span>&#160;      <span class="keywordflow">return</span>;</div>
<div class="line"><a name="l00328"></a><span class="lineno">  328</span>&#160;    }</div>
<div class="line"><a name="l00329"></a><span class="lineno">  329</span>&#160;    <span class="comment">// stores the monoisotopic peaks of isotopic clusters</span></div>
<div class="line"><a name="l00330"></a><span class="lineno">  330</span>&#160;    std::vector&lt;DoubleReal&gt; iso_last_scan;</div>
<div class="line"><a name="l00331"></a><span class="lineno">  331</span>&#160;    std::vector&lt;DoubleReal&gt; iso_curr_scan;</div>
<div class="line"><a name="l00332"></a><span class="lineno">  332</span>&#160;    std::vector&lt;std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator&gt; clusters_last_scan;</div>
<div class="line"><a name="l00333"></a><span class="lineno">  333</span>&#160;    std::vector&lt;std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator&gt; clusters_curr_scan;</div>
<div class="line"><a name="l00334"></a><span class="lineno">  334</span>&#160;    std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator cluster_iter;</div>
<div class="line"><a name="l00335"></a><span class="lineno">  335</span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> current_rt = ms_exp_it-&gt;getRT(), last_rt  = 0;</div>
<div class="line"><a name="l00336"></a><span class="lineno">  336</span>&#160;</div>
<div class="line"><a name="l00337"></a><span class="lineno">  337</span>&#160;    <span class="comment">// retrieve values for accepted peaks distances</span></div>
<div class="line"><a name="l00338"></a><span class="lineno">  338</span>&#160;    <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a58b5225db8586aea7dd011a7447de6af">max_peak_distance_</a> = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;2d:max_peak_distance&quot;</span>);</div>
<div class="line"><a name="l00339"></a><span class="lineno">  339</span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> tolerance_mz = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;2d:tolerance_mz&quot;</span>);</div>
<div class="line"><a name="l00340"></a><span class="lineno">  340</span>&#160;</div>
<div class="line"><a name="l00341"></a><span class="lineno">  341</span>&#160;    <a class="code" href="classunsigned_01int.html">UInt</a> current_charge     = 0; <span class="comment">// charge state of the current isotopic cluster</span></div>
<div class="line"><a name="l00342"></a><span class="lineno">  342</span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> mz_in_hash   = 0; <span class="comment">// used as reference to the current isotopic peak</span></div>
<div class="line"><a name="l00343"></a><span class="lineno">  343</span>&#160;</div>
<div class="line"><a name="l00344"></a><span class="lineno">  344</span>&#160;    <span class="comment">// sweep through scans</span></div>
<div class="line"><a name="l00345"></a><span class="lineno">  345</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="classunsigned_01int.html">UInt</a> curr_scan = 0; ms_exp_it + curr_scan != ms_exp_it_end; ++curr_scan)</div>
<div class="line"><a name="l00346"></a><span class="lineno">  346</span>&#160;    {</div>
<div class="line"><a name="l00347"></a><span class="lineno">  347</span>&#160;      <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> nr_peaks_in_scan = (ms_exp_it + curr_scan)-&gt;size();</div>
<div class="line"><a name="l00348"></a><span class="lineno">  348</span>&#160;      <span class="keywordflow">if</span> (nr_peaks_in_scan == 0)</div>
<div class="line"><a name="l00349"></a><span class="lineno">  349</span>&#160;        <span class="keywordflow">continue</span>;</div>
<div class="line"><a name="l00350"></a><span class="lineno">  350</span>&#160;</div>
<div class="line"><a name="l00351"></a><span class="lineno">  351</span>&#160;      <span class="comment">//last_rt = current_rt;</span></div>
<div class="line"><a name="l00352"></a><span class="lineno">  352</span>&#160;      current_rt = (ms_exp_it + curr_scan)-&gt;getRT();</div>
<div class="line"><a name="l00353"></a><span class="lineno">  353</span>&#160;      <span class="keyword">typename</span> <a class="code" href="classOpenMS_1_1MSSpectrum.html#a6d64276a665c3c0dca8fb4ade3c8b477">MSExperiment&lt;OutputPeakType&gt;::SpectrumType::Iterator</a> peak_it  = (ms_exp_it + curr_scan)-&gt;begin();</div>
<div class="line"><a name="l00354"></a><span class="lineno">  354</span>&#160;</div>
<div class="line"><a name="l00355"></a><span class="lineno">  355</span>&#160;      <span class="comment">// copy cluster information of least scan</span></div>
<div class="line"><a name="l00356"></a><span class="lineno">  356</span>&#160;      iso_last_scan = iso_curr_scan;</div>
<div class="line"><a name="l00357"></a><span class="lineno">  357</span>&#160;      iso_curr_scan.clear();</div>
<div class="line"><a name="l00358"></a><span class="lineno">  358</span>&#160;      clusters_last_scan = clusters_curr_scan;</div>
<div class="line"><a name="l00359"></a><span class="lineno">  359</span>&#160;      clusters_curr_scan.clear();</div>
<div class="line"><a name="l00360"></a><span class="lineno">  360</span>&#160;</div>
<div class="line"><a name="l00361"></a><span class="lineno">  361</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00362"></a><span class="lineno">  362</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;Next scan with rt: &quot;</span> &lt;&lt; current_rt &lt;&lt; std::endl;</div>
<div class="line"><a name="l00363"></a><span class="lineno">  363</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;Next scan, rt = &quot;</span> &lt;&lt; current_rt &lt;&lt; <span class="stringliteral">&quot; last_rt: &quot;</span> &lt;&lt; last_rt &lt;&lt; std::endl;</div>
<div class="line"><a name="l00364"></a><span class="lineno">  364</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;---------------------------------------------------------------------------&quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00365"></a><span class="lineno">  365</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00366"></a><span class="lineno">  366</span>&#160;<span class="preprocessor"></span>      <a class="code" href="classOpenMS_1_1MSSpectrum.html">MSSpectrum&lt;PeakType&gt;</a> s;</div>
<div class="line"><a name="l00367"></a><span class="lineno">  367</span>&#160;      s.<a class="code" href="classOpenMS_1_1MSSpectrum.html#aac8c50f318154e9e5b7b01aee806e17f">setRT</a>(current_rt);</div>
<div class="line"><a name="l00368"></a><span class="lineno">  368</span>&#160;      <span class="comment">// check if there were scans in between</span></div>
<div class="line"><a name="l00369"></a><span class="lineno">  369</span>&#160;      <span class="keywordflow">if</span> (last_rt == 0 || <span class="comment">// are we in the first scan</span></div>
<div class="line"><a name="l00370"></a><span class="lineno">  370</span>&#160;          ((lower_bound(first, last, s, <span class="keyword">typename</span> SpectrumType::RTLess()) - 1)-&gt;getRT() == last_rt))</div>
<div class="line"><a name="l00371"></a><span class="lineno">  371</span>&#160;      {</div>
<div class="line"><a name="l00372"></a><span class="lineno">  372</span>&#160;</div>
<div class="line"><a name="l00373"></a><span class="lineno">  373</span>&#160;</div>
<div class="line"><a name="l00374"></a><span class="lineno">  374</span>&#160;        <span class="keywordflow">for</span> (<a class="code" href="classunsigned_01int.html">UInt</a> curr_peak = 0; curr_peak &lt; (ms_exp_it + curr_scan)-&gt;size() - 1; ++curr_peak)</div>
<div class="line"><a name="l00375"></a><span class="lineno">  375</span>&#160;        {</div>
<div class="line"><a name="l00376"></a><span class="lineno">  376</span>&#160;</div>
<div class="line"><a name="l00377"></a><span class="lineno">  377</span>&#160;          <span class="comment">// store the m/z of the current peak</span></div>
<div class="line"><a name="l00378"></a><span class="lineno">  378</span>&#160;          <a class="code" href="classdouble.html">DoubleReal</a> curr_mz         = (peak_it + curr_peak)-&gt;getMZ();</div>
<div class="line"><a name="l00379"></a><span class="lineno">  379</span>&#160;          <a class="code" href="classdouble.html">DoubleReal</a> dist2nextpeak = (peak_it + curr_peak + 1)-&gt;getMZ() - curr_mz;</div>
<div class="line"><a name="l00380"></a><span class="lineno">  380</span>&#160;</div>
<div class="line"><a name="l00381"></a><span class="lineno">  381</span>&#160;          <span class="keywordflow">if</span> (dist2nextpeak &lt;= <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a58b5225db8586aea7dd011a7447de6af">max_peak_distance_</a>) <span class="comment">// one single peak without neighbors isn&#39;t optimized</span></div>
<div class="line"><a name="l00382"></a><span class="lineno">  382</span>&#160;          {</div>
<div class="line"><a name="l00383"></a><span class="lineno">  383</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00384"></a><span class="lineno">  384</span>&#160;<span class="preprocessor"></span>            std::cout &lt;&lt; <span class="stringliteral">&quot;Isotopic pattern found ! &quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00385"></a><span class="lineno">  385</span>&#160;            std::cout &lt;&lt; <span class="stringliteral">&quot;We are at: &quot;</span> &lt;&lt; (peak_it + curr_peak)-&gt;getMZ()  &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; curr_mz &lt;&lt; std::endl;</div>
<div class="line"><a name="l00386"></a><span class="lineno">  386</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00387"></a><span class="lineno">  387</span>&#160;<span class="preprocessor"></span>            <span class="keywordflow">if</span> (!iso_last_scan.empty()) <span class="comment">// Did we find any isotopic cluster in the last scan?</span></div>
<div class="line"><a name="l00388"></a><span class="lineno">  388</span>&#160;            {</div>
<div class="line"><a name="l00389"></a><span class="lineno">  389</span>&#160;              std::sort(iso_last_scan.begin(), iso_last_scan.end());</div>
<div class="line"><a name="l00390"></a><span class="lineno">  390</span>&#160;              <span class="comment">// there were some isotopic clustures in the last scan...</span></div>
<div class="line"><a name="l00391"></a><span class="lineno">  391</span>&#160;              std::vector&lt;DoubleReal&gt;::iterator it =</div>
<div class="line"><a name="l00392"></a><span class="lineno">  392</span>&#160;                <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a74f373ec1e1e803064c86d9b0f18abdd">searchInScan_</a>(iso_last_scan.begin(), iso_last_scan.end(), curr_mz);</div>
<div class="line"><a name="l00393"></a><span class="lineno">  393</span>&#160;</div>
<div class="line"><a name="l00394"></a><span class="lineno">  394</span>&#160;              <a class="code" href="classdouble.html">DoubleReal</a> delta_mz = fabs(*it - curr_mz);</div>
<div class="line"><a name="l00395"></a><span class="lineno">  395</span>&#160;              <span class="comment">//std::cout &lt;&lt; delta_mz &lt;&lt; &quot; &quot;&lt;&lt; tolerance_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00396"></a><span class="lineno">  396</span>&#160;              <span class="keywordflow">if</span> (delta_mz &gt; tolerance_mz) <span class="comment">// check if first peak of last cluster is close enough</span></div>
<div class="line"><a name="l00397"></a><span class="lineno">  397</span>&#160;              {</div>
<div class="line"><a name="l00398"></a><span class="lineno">  398</span>&#160;                mz_in_hash = curr_mz; <span class="comment">// update current hash key</span></div>
<div class="line"><a name="l00399"></a><span class="lineno">  399</span>&#160;</div>
<div class="line"><a name="l00400"></a><span class="lineno">  400</span>&#160;                <span class="comment">// create new isotopic cluster</span></div>
<div class="line"><a name="l00401"></a><span class="lineno">  401</span>&#160;<span class="comment">// #ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00402"></a><span class="lineno">  402</span>&#160;<span class="comment">//                                                      std::cout &lt;&lt; &quot;Last peak cluster too far, creating new cluster at &quot;&lt;&lt;curr_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00403"></a><span class="lineno">  403</span>&#160;<span class="comment">// #endif</span></div>
<div class="line"><a name="l00404"></a><span class="lineno">  404</span>&#160;                <a class="code" href="structOpenMS_1_1IsotopeCluster.html">IsotopeCluster</a> new_cluster;</div>
<div class="line"><a name="l00405"></a><span class="lineno">  405</span>&#160;                new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#ad4c8689a4cd1334e0eccdadcb0cc5a54">peaks</a>.<a class="code" href="structOpenMS_1_1IsotopeCluster_1_1ChargedIndexSet.html#a8253a7962ca1c79b71e6af96589b7720">charge</a>  = current_charge;</div>
<div class="line"><a name="l00406"></a><span class="lineno">  406</span>&#160;                new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#a47b3744693f84a7d94f7181676f36758">scans</a>.push_back(curr_scan);</div>
<div class="line"><a name="l00407"></a><span class="lineno">  407</span>&#160;                cluster_iter = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.insert(std::pair&lt;DoubleReal, IsotopeCluster&gt;(mz_in_hash, new_cluster));</div>
<div class="line"><a name="l00408"></a><span class="lineno">  408</span>&#160;</div>
<div class="line"><a name="l00409"></a><span class="lineno">  409</span>&#160;              }</div>
<div class="line"><a name="l00410"></a><span class="lineno">  410</span>&#160;              <span class="keywordflow">else</span></div>
<div class="line"><a name="l00411"></a><span class="lineno">  411</span>&#160;              {</div>
<div class="line"><a name="l00412"></a><span class="lineno">  412</span>&#160;<span class="comment">// //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00413"></a><span class="lineno">  413</span>&#160;<span class="comment">//                                                      std::cout &lt;&lt; &quot;Found neighbouring peak with distance (m/z) &quot; &lt;&lt; delta_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00414"></a><span class="lineno">  414</span>&#160;<span class="comment">// //#endif</span></div>
<div class="line"><a name="l00415"></a><span class="lineno">  415</span>&#160;                cluster_iter = clusters_last_scan[distance(iso_last_scan.begin(), it)];</div>
<div class="line"><a name="l00416"></a><span class="lineno">  416</span>&#160;</div>
<div class="line"><a name="l00417"></a><span class="lineno">  417</span>&#160;                <span class="comment">// check whether this scan is already contained</span></div>
<div class="line"><a name="l00418"></a><span class="lineno">  418</span>&#160;                <span class="keywordflow">if</span> (find(cluster_iter-&gt;second.scans.begin(), cluster_iter-&gt;second.scans.end(), curr_scan)</div>
<div class="line"><a name="l00419"></a><span class="lineno">  419</span>&#160;                    == cluster_iter-&gt;second.scans.end())</div>
<div class="line"><a name="l00420"></a><span class="lineno">  420</span>&#160;                {</div>
<div class="line"><a name="l00421"></a><span class="lineno">  421</span>&#160;                  cluster_iter-&gt;second.scans.push_back(curr_scan);</div>
<div class="line"><a name="l00422"></a><span class="lineno">  422</span>&#160;                }</div>
<div class="line"><a name="l00423"></a><span class="lineno">  423</span>&#160;</div>
<div class="line"><a name="l00424"></a><span class="lineno">  424</span>&#160;<span class="comment">//                                                      //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00425"></a><span class="lineno">  425</span>&#160;<span class="comment">//                                                      std::cout &lt;&lt; &quot;Cluster with &quot; &lt;&lt; cluster_iter-&gt;second.peaks.size()</span></div>
<div class="line"><a name="l00426"></a><span class="lineno">  426</span>&#160;<span class="comment">//                                                                          &lt;&lt; &quot; peaks retrieved.&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00427"></a><span class="lineno">  427</span>&#160;<span class="comment">//                                                      //#endif</span></div>
<div class="line"><a name="l00428"></a><span class="lineno">  428</span>&#160;              }</div>
<div class="line"><a name="l00429"></a><span class="lineno">  429</span>&#160;</div>
<div class="line"><a name="l00430"></a><span class="lineno">  430</span>&#160;            }</div>
<div class="line"><a name="l00431"></a><span class="lineno">  431</span>&#160;            <span class="keywordflow">else</span>                             <span class="comment">// last scan did not contain any isotopic cluster</span></div>
<div class="line"><a name="l00432"></a><span class="lineno">  432</span>&#160;            {</div>
<div class="line"><a name="l00433"></a><span class="lineno">  433</span>&#160;<span class="comment">//                                              //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00434"></a><span class="lineno">  434</span>&#160;<span class="comment">//                                              std::cout &lt;&lt; &quot;Last scan was empty =&gt; creating new cluster.&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00435"></a><span class="lineno">  435</span>&#160;<span class="comment">//                                              std::cout &lt;&lt; &quot;Creating new cluster at m/z: &quot; &lt;&lt; curr_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00436"></a><span class="lineno">  436</span>&#160;<span class="comment">//                                              //#endif</span></div>
<div class="line"><a name="l00437"></a><span class="lineno">  437</span>&#160;</div>
<div class="line"><a name="l00438"></a><span class="lineno">  438</span>&#160;              mz_in_hash = curr_mz; <span class="comment">// update current hash key</span></div>
<div class="line"><a name="l00439"></a><span class="lineno">  439</span>&#160;</div>
<div class="line"><a name="l00440"></a><span class="lineno">  440</span>&#160;              <span class="comment">// create new isotopic cluster</span></div>
<div class="line"><a name="l00441"></a><span class="lineno">  441</span>&#160;              <a class="code" href="structOpenMS_1_1IsotopeCluster.html">IsotopeCluster</a> new_cluster;</div>
<div class="line"><a name="l00442"></a><span class="lineno">  442</span>&#160;              new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#ad4c8689a4cd1334e0eccdadcb0cc5a54">peaks</a>.<a class="code" href="structOpenMS_1_1IsotopeCluster_1_1ChargedIndexSet.html#a8253a7962ca1c79b71e6af96589b7720">charge</a>  = current_charge;</div>
<div class="line"><a name="l00443"></a><span class="lineno">  443</span>&#160;              new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#a47b3744693f84a7d94f7181676f36758">scans</a>.push_back(curr_scan);</div>
<div class="line"><a name="l00444"></a><span class="lineno">  444</span>&#160;              cluster_iter = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.insert(std::pair&lt;DoubleReal, IsotopeCluster&gt;(mz_in_hash, new_cluster));</div>
<div class="line"><a name="l00445"></a><span class="lineno">  445</span>&#160;</div>
<div class="line"><a name="l00446"></a><span class="lineno">  446</span>&#160;            }</div>
<div class="line"><a name="l00447"></a><span class="lineno">  447</span>&#160;</div>
<div class="line"><a name="l00448"></a><span class="lineno">  448</span>&#160;<span class="comment">//                                      //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00449"></a><span class="lineno">  449</span>&#160;<span class="comment">//                                      std::cout &lt;&lt; &quot;Storing found peak in current isotopic cluster&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00450"></a><span class="lineno">  450</span>&#160;<span class="comment">//                                      //#endif</span></div>
<div class="line"><a name="l00451"></a><span class="lineno">  451</span>&#160;</div>
<div class="line"><a name="l00452"></a><span class="lineno">  452</span>&#160;</div>
<div class="line"><a name="l00453"></a><span class="lineno">  453</span>&#160;</div>
<div class="line"><a name="l00454"></a><span class="lineno">  454</span>&#160;            cluster_iter-&gt;second.peaks.insert(std::pair&lt;UInt, UInt&gt;(curr_scan, curr_peak));</div>
<div class="line"><a name="l00455"></a><span class="lineno">  455</span>&#160;</div>
<div class="line"><a name="l00456"></a><span class="lineno">  456</span>&#160;            iso_curr_scan.push_back(mz_in_hash);</div>
<div class="line"><a name="l00457"></a><span class="lineno">  457</span>&#160;            clusters_curr_scan.push_back(cluster_iter);</div>
<div class="line"><a name="l00458"></a><span class="lineno">  458</span>&#160;            ++curr_peak;</div>
<div class="line"><a name="l00459"></a><span class="lineno">  459</span>&#160;</div>
<div class="line"><a name="l00460"></a><span class="lineno">  460</span>&#160;            cluster_iter-&gt;second.peaks.insert(std::pair&lt;UInt, UInt&gt;(curr_scan, curr_peak));</div>
<div class="line"><a name="l00461"></a><span class="lineno">  461</span>&#160;            iso_curr_scan.push_back((peak_it + curr_peak)-&gt;getMZ());</div>
<div class="line"><a name="l00462"></a><span class="lineno">  462</span>&#160;            clusters_curr_scan.push_back(cluster_iter);</div>
<div class="line"><a name="l00463"></a><span class="lineno">  463</span>&#160;</div>
<div class="line"><a name="l00464"></a><span class="lineno">  464</span>&#160;            <span class="comment">// check distance to next peak</span></div>
<div class="line"><a name="l00465"></a><span class="lineno">  465</span>&#160;            <span class="keywordflow">if</span> ((curr_peak + 1) &gt;= nr_peaks_in_scan)</div>
<div class="line"><a name="l00466"></a><span class="lineno">  466</span>&#160;              <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00467"></a><span class="lineno">  467</span>&#160;            dist2nextpeak = (peak_it + curr_peak + 1)-&gt;getMZ() -  (peak_it + curr_peak)-&gt;getMZ();</div>
<div class="line"><a name="l00468"></a><span class="lineno">  468</span>&#160;</div>
<div class="line"><a name="l00469"></a><span class="lineno">  469</span>&#160;</div>
<div class="line"><a name="l00470"></a><span class="lineno">  470</span>&#160;            <span class="comment">// loop until end of isotopic pattern in this scan</span></div>
<div class="line"><a name="l00471"></a><span class="lineno">  471</span>&#160;            <span class="keywordflow">while</span> (dist2nextpeak &lt;= <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a58b5225db8586aea7dd011a7447de6af">max_peak_distance_</a></div>
<div class="line"><a name="l00472"></a><span class="lineno">  472</span>&#160;                  &amp;&amp;  curr_peak &lt; (nr_peaks_in_scan - 1))</div>
<div class="line"><a name="l00473"></a><span class="lineno">  473</span>&#160;            {</div>
<div class="line"><a name="l00474"></a><span class="lineno">  474</span>&#160;              cluster_iter-&gt;second.peaks.insert(std::pair&lt;UInt, UInt&gt;(curr_scan, curr_peak + 1)); <span class="comment">// save peak in cluster</span></div>
<div class="line"><a name="l00475"></a><span class="lineno">  475</span>&#160;              iso_curr_scan.push_back((peak_it + curr_peak + 1)-&gt;getMZ());</div>
<div class="line"><a name="l00476"></a><span class="lineno">  476</span>&#160;              clusters_curr_scan.push_back(cluster_iter);</div>
<div class="line"><a name="l00477"></a><span class="lineno">  477</span>&#160;              <span class="comment">// std::cout &lt;&lt; &quot;new enter&#39;d: &quot;&lt;&lt;(peak_it+curr_peak+1)-&gt;getMZ()&lt;&lt;&quot; im while&quot;&lt;&lt;std::endl;</span></div>
<div class="line"><a name="l00478"></a><span class="lineno">  478</span>&#160;              ++curr_peak;</div>
<div class="line"><a name="l00479"></a><span class="lineno">  479</span>&#160;              <span class="keywordflow">if</span> (curr_peak &gt;= nr_peaks_in_scan - 1)</div>
<div class="line"><a name="l00480"></a><span class="lineno">  480</span>&#160;                <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00481"></a><span class="lineno">  481</span>&#160;              dist2nextpeak = (peak_it + curr_peak + 1)-&gt;getMZ() -  (peak_it + curr_peak)-&gt;getMZ(); <span class="comment">// get distance to next peak</span></div>
<div class="line"><a name="l00482"></a><span class="lineno">  482</span>&#160;</div>
<div class="line"><a name="l00483"></a><span class="lineno">  483</span>&#160;</div>
<div class="line"><a name="l00484"></a><span class="lineno">  484</span>&#160;            } <span class="comment">// end while(...)</span></div>
<div class="line"><a name="l00485"></a><span class="lineno">  485</span>&#160;</div>
<div class="line"><a name="l00486"></a><span class="lineno">  486</span>&#160;</div>
<div class="line"><a name="l00487"></a><span class="lineno">  487</span>&#160;</div>
<div class="line"><a name="l00488"></a><span class="lineno">  488</span>&#160;          } <span class="comment">// end of if (dist2nextpeak &lt;= max_peak_distance_)</span></div>
<div class="line"><a name="l00489"></a><span class="lineno">  489</span>&#160;          <span class="keywordflow">else</span></div>
<div class="line"><a name="l00490"></a><span class="lineno">  490</span>&#160;          {</div>
<div class="line"><a name="l00491"></a><span class="lineno">  491</span>&#160;            <span class="keywordflow">if</span> (!iso_last_scan.empty()) <span class="comment">// Did we find any isotopic cluster in the last scan?</span></div>
<div class="line"><a name="l00492"></a><span class="lineno">  492</span>&#160;            {</div>
<div class="line"><a name="l00493"></a><span class="lineno">  493</span>&#160;              std::sort(iso_last_scan.begin(), iso_last_scan.end());</div>
<div class="line"><a name="l00494"></a><span class="lineno">  494</span>&#160;              <span class="comment">// there were some isotopic clusters in the last scan...</span></div>
<div class="line"><a name="l00495"></a><span class="lineno">  495</span>&#160;              std::vector&lt;DoubleReal&gt;::iterator it =</div>
<div class="line"><a name="l00496"></a><span class="lineno">  496</span>&#160;                <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a74f373ec1e1e803064c86d9b0f18abdd">searchInScan_</a>(iso_last_scan.begin(), iso_last_scan.end(), curr_mz);</div>
<div class="line"><a name="l00497"></a><span class="lineno">  497</span>&#160;</div>
<div class="line"><a name="l00498"></a><span class="lineno">  498</span>&#160;              <a class="code" href="classdouble.html">DoubleReal</a> delta_mz = fabs(*it - curr_mz);</div>
<div class="line"><a name="l00499"></a><span class="lineno">  499</span>&#160;              <span class="comment">// std::cout &lt;&lt; delta_mz &lt;&lt; &quot; &quot;&lt;&lt; tolerance_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00500"></a><span class="lineno">  500</span>&#160;              <span class="keywordflow">if</span> (delta_mz &gt; tolerance_mz) <span class="comment">// check if first peak of last cluster is close enough</span></div>
<div class="line"><a name="l00501"></a><span class="lineno">  501</span>&#160;              {</div>
<div class="line"><a name="l00502"></a><span class="lineno">  502</span>&#160;                mz_in_hash = curr_mz; <span class="comment">// update current hash key</span></div>
<div class="line"><a name="l00503"></a><span class="lineno">  503</span>&#160;</div>
<div class="line"><a name="l00504"></a><span class="lineno">  504</span>&#160;                <span class="comment">// create new isotopic cluster</span></div>
<div class="line"><a name="l00505"></a><span class="lineno">  505</span>&#160;<span class="comment">//                                                      //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00506"></a><span class="lineno">  506</span>&#160;<span class="comment">//                                                      std::cout &lt;&lt; &quot;Last peak cluster too far, creating new cluster at &quot;&lt;&lt;curr_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00507"></a><span class="lineno">  507</span>&#160;<span class="comment">//                                                      //#endif</span></div>
<div class="line"><a name="l00508"></a><span class="lineno">  508</span>&#160;                <a class="code" href="structOpenMS_1_1IsotopeCluster.html">IsotopeCluster</a> new_cluster;</div>
<div class="line"><a name="l00509"></a><span class="lineno">  509</span>&#160;                new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#ad4c8689a4cd1334e0eccdadcb0cc5a54">peaks</a>.<a class="code" href="structOpenMS_1_1IsotopeCluster_1_1ChargedIndexSet.html#a8253a7962ca1c79b71e6af96589b7720">charge</a>  = current_charge;</div>
<div class="line"><a name="l00510"></a><span class="lineno">  510</span>&#160;                new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#a47b3744693f84a7d94f7181676f36758">scans</a>.push_back(curr_scan);</div>
<div class="line"><a name="l00511"></a><span class="lineno">  511</span>&#160;                cluster_iter = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.insert(std::pair&lt;DoubleReal, IsotopeCluster&gt;(mz_in_hash, new_cluster));</div>
<div class="line"><a name="l00512"></a><span class="lineno">  512</span>&#160;</div>
<div class="line"><a name="l00513"></a><span class="lineno">  513</span>&#160;              }</div>
<div class="line"><a name="l00514"></a><span class="lineno">  514</span>&#160;              <span class="keywordflow">else</span></div>
<div class="line"><a name="l00515"></a><span class="lineno">  515</span>&#160;              {</div>
<div class="line"><a name="l00516"></a><span class="lineno">  516</span>&#160;<span class="comment">//                                                      //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00517"></a><span class="lineno">  517</span>&#160;<span class="comment">//                                                      std::cout &lt;&lt; &quot;Found neighbouring peak with distance (m/z) &quot; &lt;&lt; delta_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00518"></a><span class="lineno">  518</span>&#160;<span class="comment">//                                                      //#endif</span></div>
<div class="line"><a name="l00519"></a><span class="lineno">  519</span>&#160;                cluster_iter = clusters_last_scan[distance(iso_last_scan.begin(), it)];</div>
<div class="line"><a name="l00520"></a><span class="lineno">  520</span>&#160;</div>
<div class="line"><a name="l00521"></a><span class="lineno">  521</span>&#160;                <span class="comment">// check whether this scan is already contained</span></div>
<div class="line"><a name="l00522"></a><span class="lineno">  522</span>&#160;                <span class="keywordflow">if</span> (find(cluster_iter-&gt;second.scans.begin(), cluster_iter-&gt;second.scans.end(), curr_scan)</div>
<div class="line"><a name="l00523"></a><span class="lineno">  523</span>&#160;                    == cluster_iter-&gt;second.scans.end())</div>
<div class="line"><a name="l00524"></a><span class="lineno">  524</span>&#160;                {</div>
<div class="line"><a name="l00525"></a><span class="lineno">  525</span>&#160;                  cluster_iter-&gt;second.scans.push_back(curr_scan);</div>
<div class="line"><a name="l00526"></a><span class="lineno">  526</span>&#160;                }</div>
<div class="line"><a name="l00527"></a><span class="lineno">  527</span>&#160;</div>
<div class="line"><a name="l00528"></a><span class="lineno">  528</span>&#160;<span class="comment">//                                                      //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00529"></a><span class="lineno">  529</span>&#160;<span class="comment">//                                                      std::cout &lt;&lt; &quot;Cluster with &quot; &lt;&lt; cluster_iter-&gt;second.peaks.size()</span></div>
<div class="line"><a name="l00530"></a><span class="lineno">  530</span>&#160;<span class="comment">//                                                                          &lt;&lt; &quot; peaks retrieved.&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00531"></a><span class="lineno">  531</span>&#160;<span class="comment">//                                                      //#endif</span></div>
<div class="line"><a name="l00532"></a><span class="lineno">  532</span>&#160;              }</div>
<div class="line"><a name="l00533"></a><span class="lineno">  533</span>&#160;</div>
<div class="line"><a name="l00534"></a><span class="lineno">  534</span>&#160;            }</div>
<div class="line"><a name="l00535"></a><span class="lineno">  535</span>&#160;            <span class="keywordflow">else</span>                             <span class="comment">// last scan did not contain any isotopic cluster</span></div>
<div class="line"><a name="l00536"></a><span class="lineno">  536</span>&#160;            {</div>
<div class="line"><a name="l00537"></a><span class="lineno">  537</span>&#160;<span class="comment">//                                              //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00538"></a><span class="lineno">  538</span>&#160;<span class="comment">//                                              std::cout &lt;&lt; &quot;Last scan was empty =&gt; creating new cluster.&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00539"></a><span class="lineno">  539</span>&#160;<span class="comment">//                                              std::cout &lt;&lt; &quot;Creating new cluster at m/z: &quot; &lt;&lt; curr_mz &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00540"></a><span class="lineno">  540</span>&#160;<span class="comment">//                                              //#endif</span></div>
<div class="line"><a name="l00541"></a><span class="lineno">  541</span>&#160;</div>
<div class="line"><a name="l00542"></a><span class="lineno">  542</span>&#160;              mz_in_hash = curr_mz; <span class="comment">// update current hash key</span></div>
<div class="line"><a name="l00543"></a><span class="lineno">  543</span>&#160;</div>
<div class="line"><a name="l00544"></a><span class="lineno">  544</span>&#160;              <span class="comment">// create new isotopic cluster</span></div>
<div class="line"><a name="l00545"></a><span class="lineno">  545</span>&#160;              <a class="code" href="structOpenMS_1_1IsotopeCluster.html">IsotopeCluster</a> new_cluster;</div>
<div class="line"><a name="l00546"></a><span class="lineno">  546</span>&#160;              new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#ad4c8689a4cd1334e0eccdadcb0cc5a54">peaks</a>.<a class="code" href="structOpenMS_1_1IsotopeCluster_1_1ChargedIndexSet.html#a8253a7962ca1c79b71e6af96589b7720">charge</a>  = current_charge;</div>
<div class="line"><a name="l00547"></a><span class="lineno">  547</span>&#160;              new_cluster.<a class="code" href="structOpenMS_1_1IsotopeCluster.html#a47b3744693f84a7d94f7181676f36758">scans</a>.push_back(curr_scan);</div>
<div class="line"><a name="l00548"></a><span class="lineno">  548</span>&#160;              cluster_iter = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.insert(std::pair&lt;DoubleReal, IsotopeCluster&gt;(mz_in_hash, new_cluster));</div>
<div class="line"><a name="l00549"></a><span class="lineno">  549</span>&#160;</div>
<div class="line"><a name="l00550"></a><span class="lineno">  550</span>&#160;            }</div>
<div class="line"><a name="l00551"></a><span class="lineno">  551</span>&#160;</div>
<div class="line"><a name="l00552"></a><span class="lineno">  552</span>&#160;<span class="comment">//                                      //#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00553"></a><span class="lineno">  553</span>&#160;<span class="comment">//                                      std::cout &lt;&lt; &quot;Storing found peak in current isotopic cluster&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00554"></a><span class="lineno">  554</span>&#160;<span class="comment">//                                      //#endif</span></div>
<div class="line"><a name="l00555"></a><span class="lineno">  555</span>&#160;</div>
<div class="line"><a name="l00556"></a><span class="lineno">  556</span>&#160;</div>
<div class="line"><a name="l00557"></a><span class="lineno">  557</span>&#160;</div>
<div class="line"><a name="l00558"></a><span class="lineno">  558</span>&#160;            cluster_iter-&gt;second.peaks.insert(std::pair&lt;UInt, UInt&gt;(curr_scan, curr_peak));</div>
<div class="line"><a name="l00559"></a><span class="lineno">  559</span>&#160;</div>
<div class="line"><a name="l00560"></a><span class="lineno">  560</span>&#160;            iso_curr_scan.push_back(mz_in_hash);</div>
<div class="line"><a name="l00561"></a><span class="lineno">  561</span>&#160;            clusters_curr_scan.push_back(cluster_iter);</div>
<div class="line"><a name="l00562"></a><span class="lineno">  562</span>&#160;</div>
<div class="line"><a name="l00563"></a><span class="lineno">  563</span>&#160;</div>
<div class="line"><a name="l00564"></a><span class="lineno">  564</span>&#160;          }</div>
<div class="line"><a name="l00565"></a><span class="lineno">  565</span>&#160;</div>
<div class="line"><a name="l00566"></a><span class="lineno">  566</span>&#160;          current_charge = 0; <span class="comment">// reset charge</span></div>
<div class="line"><a name="l00567"></a><span class="lineno">  567</span>&#160;        } <span class="comment">// end for (...)</span></div>
<div class="line"><a name="l00568"></a><span class="lineno">  568</span>&#160;      }</div>
<div class="line"><a name="l00569"></a><span class="lineno">  569</span>&#160;      last_rt = current_rt;</div>
<div class="line"><a name="l00570"></a><span class="lineno">  570</span>&#160;    }</div>
<div class="line"><a name="l00571"></a><span class="lineno">  571</span>&#160;    <a class="code" href="classOpenMS_1_1TwoDOptimization.html#af0c0642cd0366fd192034cf58036fb11">curr_region_</a> = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.begin();</div>
<div class="line"><a name="l00572"></a><span class="lineno">  572</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00573"></a><span class="lineno">  573</span>&#160;<span class="preprocessor"></span>    std::cout &lt;&lt; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.size() &lt;&lt; <span class="stringliteral">&quot; isotopic clusters were found ! &quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00574"></a><span class="lineno">  574</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00575"></a><span class="lineno">  575</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00576"></a><span class="lineno">  576</span>&#160;    <span class="keywordflow">if</span> (<a class="code" href="classOpenMS_1_1TwoDOptimization.html#a5ecbb7085dd05993affbe76a8eae8718">real_2D_</a>)</div>
<div class="line"><a name="l00577"></a><span class="lineno">  577</span>&#160;      <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a17e2d6f48048565ca00dee8f87da38ba">optimizeRegions_</a>(first, last, ms_exp);</div>
<div class="line"><a name="l00578"></a><span class="lineno">  578</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00579"></a><span class="lineno">  579</span>&#160;      <a class="code" href="classOpenMS_1_1TwoDOptimization.html#adca2617ab638fed2467b9d57b1fe2cfa">optimizeRegionsScanwise_</a>(first, last, ms_exp);</div>
<div class="line"><a name="l00580"></a><span class="lineno">  580</span>&#160;    <span class="comment">//#undef DEBUG_2D</span></div>
<div class="line"><a name="l00581"></a><span class="lineno">  581</span>&#160;  }</div>
<div class="line"><a name="l00582"></a><span class="lineno">  582</span>&#160;</div>
<div class="line"><a name="l00583"></a><span class="lineno">  583</span>&#160;  <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00584"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a17e2d6f48048565ca00dee8f87da38ba">  584</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a17e2d6f48048565ca00dee8f87da38ba">TwoDOptimization::optimizeRegions_</a>(InputSpectrumIterator&amp; first,</div>
<div class="line"><a name="l00585"></a><span class="lineno">  585</span>&#160;                                          InputSpectrumIterator&amp; last,</div>
<div class="line"><a name="l00586"></a><span class="lineno">  586</span>&#160;                                          <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; ms_exp)</div>
<div class="line"><a name="l00587"></a><span class="lineno">  587</span>&#160;  {</div>
<div class="line"><a name="l00588"></a><span class="lineno">  588</span>&#160;    <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> counter = 0;</div>
<div class="line"><a name="l00589"></a><span class="lineno">  589</span>&#160;    <span class="comment">// go through the clusters</span></div>
<div class="line"><a name="l00590"></a><span class="lineno">  590</span>&#160;    <span class="keywordflow">for</span> (std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator it = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.begin();</div>
<div class="line"><a name="l00591"></a><span class="lineno">  591</span>&#160;         it != <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.end();</div>
<div class="line"><a name="l00592"></a><span class="lineno">  592</span>&#160;         ++it)</div>
<div class="line"><a name="l00593"></a><span class="lineno">  593</span>&#160;    {</div>
<div class="line"><a name="l00594"></a><span class="lineno">  594</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00595"></a><span class="lineno">  595</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;element: &quot;</span> &lt;&lt; counter &lt;&lt; std::endl;</div>
<div class="line"><a name="l00596"></a><span class="lineno">  596</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;mz: &quot;</span> &lt;&lt; it-&gt;first &lt;&lt; std::endl &lt;&lt; <span class="stringliteral">&quot;rts: &quot;</span>;</div>
<div class="line"><a name="l00597"></a><span class="lineno">  597</span>&#160;<span class="comment">//              for(Size i=0;i&lt;it-&gt;second.scans.size();++i) std::cout &lt;&lt; it-&gt;second.scans[i] &lt;&lt; &quot;\n&quot;;</span></div>
<div class="line"><a name="l00598"></a><span class="lineno">  598</span>&#160;      std::cout &lt;&lt; std::endl &lt;&lt; <span class="stringliteral">&quot;peaks: &quot;</span>;</div>
<div class="line"><a name="l00599"></a><span class="lineno">  599</span>&#160;      IsotopeCluster::IndexSet::const_iterator iter = it-&gt;second.peaks.begin();</div>
<div class="line"><a name="l00600"></a><span class="lineno">  600</span>&#160;      <span class="keywordflow">for</span> (; iter != it-&gt;second.peaks.end(); ++iter)</div>
<div class="line"><a name="l00601"></a><span class="lineno">  601</span>&#160;        std::cout &lt;&lt; ms_exp[iter-&gt;first].getRT() &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; (ms_exp[iter-&gt;first][iter-&gt;second]).getMZ() &lt;&lt; std::endl;</div>
<div class="line"><a name="l00602"></a><span class="lineno">  602</span>&#160;</div>
<div class="line"><a name="l00603"></a><span class="lineno">  603</span>&#160;<span class="comment">//for(Size i=0;i&lt;it-&gt;second.peaks.size();++i) std::cout &lt;&lt; ms_exp[it-&gt;first].getRT() &lt;&lt; &quot; &quot;&lt;&lt;(ms_exp[it-&gt;first][it-&gt;second]).getMZ()&lt;&lt;std::endl;</span></div>
<div class="line"><a name="l00604"></a><span class="lineno">  604</span>&#160;      std::cout &lt;&lt; std::endl &lt;&lt; std::endl;</div>
<div class="line"><a name="l00605"></a><span class="lineno">  605</span>&#160;</div>
<div class="line"><a name="l00606"></a><span class="lineno">  606</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00607"></a><span class="lineno">  607</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00608"></a><span class="lineno">  608</span>&#160;      <span class="comment">// prepare for optimization:</span></div>
<div class="line"><a name="l00609"></a><span class="lineno">  609</span>&#160;      <span class="comment">// determine the matching peaks</span></div>
<div class="line"><a name="l00610"></a><span class="lineno">  610</span>&#160;      <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a50d07207174c609658e117b2aa89cb10">matching_peaks_</a>.clear();</div>
<div class="line"><a name="l00611"></a><span class="lineno">  611</span>&#160;      <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a8e4d88640e61ef82005212a8583ba784">findMatchingPeaks_</a>(it, ms_exp);</div>
<div class="line"><a name="l00612"></a><span class="lineno">  612</span>&#160;      <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html">TwoDOptimization::Data</a> d;</div>
<div class="line"><a name="l00613"></a><span class="lineno">  613</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a4dbfc949c1c63f8a02dafd6a592d7955">penalties</a> = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a1491750eda19a5fae8d6aa0deafb60ce">penalties_</a>;</div>
<div class="line"><a name="l00614"></a><span class="lineno">  614</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a> = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a50d07207174c609658e117b2aa89cb10">matching_peaks_</a>;</div>
<div class="line"><a name="l00615"></a><span class="lineno">  615</span>&#160;      <span class="comment">// and the endpoints of each isotope pattern in the cluster</span></div>
<div class="line"><a name="l00616"></a><span class="lineno">  616</span>&#160;      <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a6d2b21b20b10f65e5a6052e8c8aa84e7">getRegionEndpoints_</a>(ms_exp, first, last, counter, 400, d);</div>
<div class="line"><a name="l00617"></a><span class="lineno">  617</span>&#160;</div>
<div class="line"><a name="l00618"></a><span class="lineno">  618</span>&#160;      <span class="comment">// peaks have to be stored globally</span></div>
<div class="line"><a name="l00619"></a><span class="lineno">  619</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a> = it;</div>
<div class="line"><a name="l00620"></a><span class="lineno">  620</span>&#160;</div>
<div class="line"><a name="l00621"></a><span class="lineno">  621</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a2dcab4dd664c2b08f478ebde32edaa74">picked_peaks</a> = ms_exp;</div>
<div class="line"><a name="l00622"></a><span class="lineno">  622</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a> =  first;</div>
<div class="line"><a name="l00623"></a><span class="lineno">  623</span>&#160;</div>
<div class="line"><a name="l00624"></a><span class="lineno">  624</span>&#160;      <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> nr_diff_peaks = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a50d07207174c609658e117b2aa89cb10">matching_peaks_</a>.size();</div>
<div class="line"><a name="l00625"></a><span class="lineno">  625</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> = it-&gt;second.peaks.size();</div>
<div class="line"><a name="l00626"></a><span class="lineno">  626</span>&#160;</div>
<div class="line"><a name="l00627"></a><span class="lineno">  627</span>&#160;      <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> nr_parameters = nr_diff_peaks * 3 + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a>;</div>
<div class="line"><a name="l00628"></a><span class="lineno">  628</span>&#160;</div>
<div class="line"><a name="l00629"></a><span class="lineno">  629</span>&#160;      gsl_vector* start_value = gsl_vector_alloc(nr_parameters);</div>
<div class="line"><a name="l00630"></a><span class="lineno">  630</span>&#160;      gsl_vector_set_zero(start_value);</div>
<div class="line"><a name="l00631"></a><span class="lineno">  631</span>&#160;</div>
<div class="line"><a name="l00632"></a><span class="lineno">  632</span>&#160;      <span class="comment">// initialize parameters for optimization</span></div>
<div class="line"><a name="l00633"></a><span class="lineno">  633</span>&#160;      std::map&lt;Int, std::vector&lt;PeakIndex&gt; &gt;::iterator m_peaks_it = d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a>.begin();</div>
<div class="line"><a name="l00634"></a><span class="lineno">  634</span>&#160;      <a class="code" href="classdouble.html">DoubleReal</a> av_mz = 0, av_lw = 0, av_rw = 0, avr_height = 0, height;</div>
<div class="line"><a name="l00635"></a><span class="lineno">  635</span>&#160;      <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> peak_counter = 0;</div>
<div class="line"><a name="l00636"></a><span class="lineno">  636</span>&#160;      <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> diff_peak_counter = 0;</div>
<div class="line"><a name="l00637"></a><span class="lineno">  637</span>&#160;      <span class="comment">// go through the matching peaks</span></div>
<div class="line"><a name="l00638"></a><span class="lineno">  638</span>&#160;      <span class="keywordflow">for</span> (; m_peaks_it != d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a>.end(); ++m_peaks_it)</div>
<div class="line"><a name="l00639"></a><span class="lineno">  639</span>&#160;      {</div>
<div class="line"><a name="l00640"></a><span class="lineno">  640</span>&#160;        av_mz = 0, av_lw = 0, av_rw = 0, avr_height = 0;</div>
<div class="line"><a name="l00641"></a><span class="lineno">  641</span>&#160;        std::vector&lt;PeakIndex&gt;::iterator iter_iter = (m_peaks_it)-&gt;second.begin();</div>
<div class="line"><a name="l00642"></a><span class="lineno">  642</span>&#160;        <span class="keywordflow">for</span> (; iter_iter != m_peaks_it-&gt;second.end(); ++iter_iter)</div>
<div class="line"><a name="l00643"></a><span class="lineno">  643</span>&#160;        {</div>
<div class="line"><a name="l00644"></a><span class="lineno">  644</span>&#160;          height = ms_exp[(iter_iter)-&gt;spectrum].getFloatDataArrays()[1][(iter_iter)-&gt;peak]; <span class="comment">//(iter_iter)-&gt;getPeak(ms_exp).getIntensity();</span></div>
<div class="line"><a name="l00645"></a><span class="lineno">  645</span>&#160;          avr_height += height;</div>
<div class="line"><a name="l00646"></a><span class="lineno">  646</span>&#160;          av_mz += (iter_iter)-&gt;getPeak(ms_exp).getMZ() * height;</div>
<div class="line"><a name="l00647"></a><span class="lineno">  647</span>&#160;          av_lw += ms_exp[(iter_iter)-&gt;spectrum].getFloatDataArrays()[3][(iter_iter)-&gt;peak] * height; <span class="comment">//left width</span></div>
<div class="line"><a name="l00648"></a><span class="lineno">  648</span>&#160;          av_rw +=    ms_exp[(iter_iter)-&gt;spectrum].getFloatDataArrays()[4][(iter_iter)-&gt;peak] * height; <span class="comment">//right width</span></div>
<div class="line"><a name="l00649"></a><span class="lineno">  649</span>&#160;          gsl_vector_set(start_value, peak_counter, height);</div>
<div class="line"><a name="l00650"></a><span class="lineno">  650</span>&#160;          ++peak_counter;</div>
<div class="line"><a name="l00651"></a><span class="lineno">  651</span>&#160;        }</div>
<div class="line"><a name="l00652"></a><span class="lineno">  652</span>&#160;        gsl_vector_set(start_value, d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> + 3 * diff_peak_counter, av_mz / avr_height);</div>
<div class="line"><a name="l00653"></a><span class="lineno">  653</span>&#160;        gsl_vector_set(start_value, d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> + 3 * diff_peak_counter + 1, av_lw / avr_height);</div>
<div class="line"><a name="l00654"></a><span class="lineno">  654</span>&#160;        gsl_vector_set(start_value, d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> + 3 * diff_peak_counter + 2, av_rw / avr_height);</div>
<div class="line"><a name="l00655"></a><span class="lineno">  655</span>&#160;        ++diff_peak_counter;</div>
<div class="line"><a name="l00656"></a><span class="lineno">  656</span>&#160;      }</div>
<div class="line"><a name="l00657"></a><span class="lineno">  657</span>&#160;</div>
<div class="line"><a name="l00658"></a><span class="lineno">  658</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00659"></a><span class="lineno">  659</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;----------------------------\n\nstart_value: &quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00660"></a><span class="lineno">  660</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> <a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a> = 0; <a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a> &lt; start_value-&gt;size; ++<a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a>)</div>
<div class="line"><a name="l00661"></a><span class="lineno">  661</span>&#160;      {</div>
<div class="line"><a name="l00662"></a><span class="lineno">  662</span>&#160;        std::cout &lt;&lt; gsl_vector_get(start_value, <a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a>) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00663"></a><span class="lineno">  663</span>&#160;      }</div>
<div class="line"><a name="l00664"></a><span class="lineno">  664</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00665"></a><span class="lineno">  665</span>&#160;<span class="preprocessor"></span>      <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> num_positions = 0;</div>
<div class="line"><a name="l00666"></a><span class="lineno">  666</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> i = 0; i &lt; d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>.size(); i += 2)</div>
<div class="line"><a name="l00667"></a><span class="lineno">  667</span>&#160;      {</div>
<div class="line"><a name="l00668"></a><span class="lineno">  668</span>&#160;        num_positions += (d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[i + 1].second - d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[i].second + 1);</div>
<div class="line"><a name="l00669"></a><span class="lineno">  669</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00670"></a><span class="lineno">  670</span>&#160;<span class="preprocessor"></span>        std::cout &lt;&lt; d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[i + 1].second &lt;&lt; <span class="stringliteral">&quot; - &quot;</span> &lt;&lt; d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[i].second &lt;&lt; <span class="stringliteral">&quot; +1 &quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00671"></a><span class="lineno">  671</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00672"></a><span class="lineno">  672</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00673"></a><span class="lineno">  673</span>&#160;      }</div>
<div class="line"><a name="l00674"></a><span class="lineno">  674</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00675"></a><span class="lineno">  675</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;num_positions : &quot;</span> &lt;&lt; num_positions &lt;&lt; std::endl;</div>
<div class="line"><a name="l00676"></a><span class="lineno">  676</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00677"></a><span class="lineno">  677</span>&#160;<span class="preprocessor"></span>      <span class="comment">// The gsl algorithms require us to provide function pointers for the evaluation of</span></div>
<div class="line"><a name="l00678"></a><span class="lineno">  678</span>&#160;      <span class="comment">// the target function.</span></div>
<div class="line"><a name="l00679"></a><span class="lineno">  679</span>&#160;      gsl_multifit_function_fdf fit_function;</div>
<div class="line"><a name="l00680"></a><span class="lineno">  680</span>&#160;      fit_function.f   = (<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> (*)(<span class="keyword">const</span> gsl_vector* x, <span class="keywordtype">void</span>* params, gsl_vector* f)) &amp; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#aa82b642dc0b200f292a5f44e6458bf16">OpenMS::TwoDOptimization::residual2D_</a>;</div>
<div class="line"><a name="l00681"></a><span class="lineno">  681</span>&#160;      fit_function.df  = (<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> (*)(<span class="keyword">const</span> gsl_vector* x, <span class="keywordtype">void</span>* params, gsl_matrix* J)) &amp; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#ab25862b6e7eaee9e6739c52ae57d0896">OpenMS::TwoDOptimization::jacobian2D_</a>;</div>
<div class="line"><a name="l00682"></a><span class="lineno">  682</span>&#160;      fit_function.fdf = (<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> (*)(<span class="keyword">const</span> gsl_vector* x, <span class="keywordtype">void</span>* params, gsl_vector* f, gsl_matrix* J)) &amp; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#af4c776b75fd26c91f570e5bb9ef0b4c4">OpenMS::TwoDOptimization::evaluate2D_</a>;</div>
<div class="line"><a name="l00683"></a><span class="lineno">  683</span>&#160;      <span class="comment">// gsl crashes when n is smaller than p!</span></div>
<div class="line"><a name="l00684"></a><span class="lineno">  684</span>&#160;      fit_function.n   = std::max(num_positions + 1, (<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a>)(nr_parameters));</div>
<div class="line"><a name="l00685"></a><span class="lineno">  685</span>&#160;      fit_function.p   = nr_parameters;</div>
<div class="line"><a name="l00686"></a><span class="lineno">  686</span>&#160;      fit_function.params = &amp;d;</div>
<div class="line"><a name="l00687"></a><span class="lineno">  687</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00688"></a><span class="lineno">  688</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;fit_function.n &quot;</span> &lt;&lt; fit_function.n</div>
<div class="line"><a name="l00689"></a><span class="lineno">  689</span>&#160;                &lt;&lt; <span class="stringliteral">&quot;\tfit_function.p &quot;</span> &lt;&lt; fit_function.p &lt;&lt; std::endl;</div>
<div class="line"><a name="l00690"></a><span class="lineno">  690</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00691"></a><span class="lineno">  691</span>&#160;<span class="preprocessor"></span>      <span class="keyword">const</span> gsl_multifit_fdfsolver_type* type = gsl_multifit_fdfsolver_lmsder;</div>
<div class="line"><a name="l00692"></a><span class="lineno">  692</span>&#160;</div>
<div class="line"><a name="l00693"></a><span class="lineno">  693</span>&#160;      gsl_multifit_fdfsolver* fit = gsl_multifit_fdfsolver_alloc(type,</div>
<div class="line"><a name="l00694"></a><span class="lineno">  694</span>&#160;                                                                 std::max(num_positions + 1, (<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a>)(nr_parameters)),</div>
<div class="line"><a name="l00695"></a><span class="lineno">  695</span>&#160;                                                                 nr_parameters);</div>
<div class="line"><a name="l00696"></a><span class="lineno">  696</span>&#160;</div>
<div class="line"><a name="l00697"></a><span class="lineno">  697</span>&#160;      gsl_multifit_fdfsolver_set(fit, &amp;fit_function, start_value);</div>
<div class="line"><a name="l00698"></a><span class="lineno">  698</span>&#160;</div>
<div class="line"><a name="l00699"></a><span class="lineno">  699</span>&#160;</div>
<div class="line"><a name="l00700"></a><span class="lineno">  700</span>&#160;</div>
<div class="line"><a name="l00701"></a><span class="lineno">  701</span>&#160;      <span class="comment">// initial norm</span></div>
<div class="line"><a name="l00702"></a><span class="lineno">  702</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00703"></a><span class="lineno">  703</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;Before optimization: ||f|| = &quot;</span> &lt;&lt; gsl_blas_dnrm2(fit-&gt;f) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00704"></a><span class="lineno">  704</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00705"></a><span class="lineno">  705</span>&#160;<span class="preprocessor"></span>      <span class="comment">// Iteration</span></div>
<div class="line"><a name="l00706"></a><span class="lineno">  706</span>&#160;      <a class="code" href="classunsigned_01int.html">UInt</a> iteration = 0;</div>
<div class="line"><a name="l00707"></a><span class="lineno">  707</span>&#160;      <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> status;</div>
<div class="line"><a name="l00708"></a><span class="lineno">  708</span>&#160;</div>
<div class="line"><a name="l00709"></a><span class="lineno">  709</span>&#160;      <span class="keywordflow">do</span></div>
<div class="line"><a name="l00710"></a><span class="lineno">  710</span>&#160;      {</div>
<div class="line"><a name="l00711"></a><span class="lineno">  711</span>&#160;        iteration++;</div>
<div class="line"><a name="l00712"></a><span class="lineno">  712</span>&#160;        status = gsl_multifit_fdfsolver_iterate(fit);</div>
<div class="line"><a name="l00713"></a><span class="lineno">  713</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00714"></a><span class="lineno">  714</span>&#160;<span class="preprocessor"></span>        std::cout &lt;&lt; <span class="stringliteral">&quot;Iteration &quot;</span> &lt;&lt; iteration &lt;&lt; <span class="stringliteral">&quot;; Status &quot;</span> &lt;&lt; gsl_strerror(status) &lt;&lt; <span class="stringliteral">&quot;; &quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00715"></a><span class="lineno">  715</span>&#160;        std::cout &lt;&lt; <span class="stringliteral">&quot;||f|| = &quot;</span> &lt;&lt; gsl_blas_dnrm2(fit-&gt;f) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00716"></a><span class="lineno">  716</span>&#160;        std::cout &lt;&lt; <span class="stringliteral">&quot;Number of parms: &quot;</span> &lt;&lt; nr_parameters &lt;&lt; std::endl;</div>
<div class="line"><a name="l00717"></a><span class="lineno">  717</span>&#160;        std::cout &lt;&lt; <span class="stringliteral">&quot;Delta: &quot;</span> &lt;&lt; gsl_blas_dnrm2(fit-&gt;dx) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00718"></a><span class="lineno">  718</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00719"></a><span class="lineno">  719</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00720"></a><span class="lineno">  720</span>&#160;        status = gsl_multifit_test_delta(fit-&gt;dx, fit-&gt;x, <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a1ba9944277216253f5225aa74581147e">eps_abs_</a>, <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0409337ea8ad2ae8fde8f6cba1e889a2">eps_rel_</a>);</div>
<div class="line"><a name="l00721"></a><span class="lineno">  721</span>&#160;        <span class="keywordflow">if</span> (status != GSL_CONTINUE)</div>
<div class="line"><a name="l00722"></a><span class="lineno">  722</span>&#160;          <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l00723"></a><span class="lineno">  723</span>&#160;</div>
<div class="line"><a name="l00724"></a><span class="lineno">  724</span>&#160;      }</div>
<div class="line"><a name="l00725"></a><span class="lineno">  725</span>&#160;      <span class="keywordflow">while</span> (status == GSL_CONTINUE &amp;&amp; iteration &lt; <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a78c0d505b8706df48e8cf696e21035ee">max_iteration_</a>);</div>
<div class="line"><a name="l00726"></a><span class="lineno">  726</span>&#160;</div>
<div class="line"><a name="l00727"></a><span class="lineno">  727</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00728"></a><span class="lineno">  728</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;Finished! No. of iterations&quot;</span> &lt;&lt; iteration &lt;&lt; std::endl;</div>
<div class="line"><a name="l00729"></a><span class="lineno">  729</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;Delta: &quot;</span> &lt;&lt; gsl_blas_dnrm2(fit-&gt;dx) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00730"></a><span class="lineno">  730</span>&#160;      <a class="code" href="classdouble.html">DoubleReal</a> chi = gsl_blas_dnrm2(fit-&gt;f);</div>
<div class="line"><a name="l00731"></a><span class="lineno">  731</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;After optimization: || f || = &quot;</span> &lt;&lt; gsl_blas_dnrm2(fit-&gt;f) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00732"></a><span class="lineno">  732</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;chisq/dof = &quot;</span> &lt;&lt; pow(chi, 2.0) / (num_positions - nr_parameters);</div>
<div class="line"><a name="l00733"></a><span class="lineno">  733</span>&#160;</div>
<div class="line"><a name="l00734"></a><span class="lineno">  734</span>&#160;</div>
<div class="line"><a name="l00735"></a><span class="lineno">  735</span>&#160;      std::cout &lt;&lt; <span class="stringliteral">&quot;----------------------------------------------\n\nnachher&quot;</span> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00736"></a><span class="lineno">  736</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> <a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a> = 0; <a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a> &lt; fit-&gt;x-&gt;size; ++<a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a>)</div>
<div class="line"><a name="l00737"></a><span class="lineno">  737</span>&#160;      {</div>
<div class="line"><a name="l00738"></a><span class="lineno">  738</span>&#160;        std::cout &lt;&lt; gsl_vector_get(fit-&gt;x, <a class="code" href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">k</a>) &lt;&lt; std::endl;</div>
<div class="line"><a name="l00739"></a><span class="lineno">  739</span>&#160;      }</div>
<div class="line"><a name="l00740"></a><span class="lineno">  740</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00741"></a><span class="lineno">  741</span>&#160;<span class="preprocessor"></span>      <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> peak_idx = 0;</div>
<div class="line"><a name="l00742"></a><span class="lineno">  742</span>&#160;      std::map&lt;Int, std::vector&lt;PeakIndex&gt; &gt;::iterator itv</div>
<div class="line"><a name="l00743"></a><span class="lineno">  743</span>&#160;        = d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a>.begin();</div>
<div class="line"><a name="l00744"></a><span class="lineno">  744</span>&#160;      <span class="keywordflow">for</span> (; itv != d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a>.end(); ++itv)</div>
<div class="line"><a name="l00745"></a><span class="lineno">  745</span>&#160;      {</div>
<div class="line"><a name="l00746"></a><span class="lineno">  746</span>&#160;        <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> i = distance(d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">matching_peaks</a>.begin(), itv);</div>
<div class="line"><a name="l00747"></a><span class="lineno">  747</span>&#160;        <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> j = 0; j &lt; itv-&gt;second.size(); ++j)</div>
<div class="line"><a name="l00748"></a><span class="lineno">  748</span>&#160;        {</div>
<div class="line"><a name="l00749"></a><span class="lineno">  749</span>&#160;</div>
<div class="line"><a name="l00750"></a><span class="lineno">  750</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00751"></a><span class="lineno">  751</span>&#160;<span class="preprocessor"></span>          std::cout &lt;&lt; <span class="stringliteral">&quot;pos: &quot;</span> &lt;&lt; itv-&gt;second[j].getPeak(ms_exp).getMZ() &lt;&lt; <span class="stringliteral">&quot;\nint: &quot;</span> &lt;&lt; itv-&gt;second[j].getSpectrum(ms_exp).getFloatDataArrays()[1][itv-&gt;second[j].peak] <span class="comment">//itv-&gt;second[j].getPeak(ms_exp).getIntensity()</span></div>
<div class="line"><a name="l00752"></a><span class="lineno">  752</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;\nlw: &quot;</span> &lt;&lt; itv-&gt;second[j].getSpectrum(ms_exp).getFloatDataArrays()[3][itv-&gt;second[j].peak]</div>
<div class="line"><a name="l00753"></a><span class="lineno">  753</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;\nrw: &quot;</span> &lt;&lt; itv-&gt;second[j].getSpectrum(ms_exp).getFloatDataArrays()[4][itv-&gt;second[j].peak] &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div>
<div class="line"><a name="l00754"></a><span class="lineno">  754</span>&#160;</div>
<div class="line"><a name="l00755"></a><span class="lineno">  755</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00756"></a><span class="lineno">  756</span>&#160;<span class="preprocessor"></span>          <a class="code" href="classdouble.html">DoubleReal</a> mz = gsl_vector_get(fit-&gt;x, d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> + 3 * i);</div>
<div class="line"><a name="l00757"></a><span class="lineno">  757</span>&#160;          ms_exp[itv-&gt;second[j].spectrum][itv-&gt;second[j].peak].setMZ(mz);</div>
<div class="line"><a name="l00758"></a><span class="lineno">  758</span>&#160;          <a class="code" href="classdouble.html">DoubleReal</a> height = (gsl_vector_get(fit-&gt;x, peak_idx));</div>
<div class="line"><a name="l00759"></a><span class="lineno">  759</span>&#160;          ms_exp[itv-&gt;second[j].spectrum].getFloatDataArrays()[1][itv-&gt;second[j].peak] = height;</div>
<div class="line"><a name="l00760"></a><span class="lineno">  760</span>&#160;          <a class="code" href="classdouble.html">DoubleReal</a> left_width = gsl_vector_get(fit-&gt;x, d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> + 3 * i + 1);</div>
<div class="line"><a name="l00761"></a><span class="lineno">  761</span>&#160;          ms_exp[itv-&gt;second[j].spectrum].getFloatDataArrays()[3][itv-&gt;second[j].peak] = left_width;</div>
<div class="line"><a name="l00762"></a><span class="lineno">  762</span>&#160;          <a class="code" href="classdouble.html">DoubleReal</a> right_width = gsl_vector_get(fit-&gt;x, d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">total_nr_peaks</a> + 3 * i + 2);</div>
<div class="line"><a name="l00763"></a><span class="lineno">  763</span>&#160;          ms_exp[itv-&gt;second[j].spectrum].getFloatDataArrays()[4][itv-&gt;second[j].peak] = right_width;</div>
<div class="line"><a name="l00764"></a><span class="lineno">  764</span>&#160;          <span class="comment">// calculate area</span></div>
<div class="line"><a name="l00765"></a><span class="lineno">  765</span>&#160;          <span class="keywordflow">if</span> ((<a class="code" href="structOpenMS_1_1PeakShape.html#a1d1cfd8ffb84e947f82999c682b666a7">PeakShape::Type</a>)(<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a>)ms_exp[itv-&gt;second[j].spectrum].getFloatDataArrays()[5][itv-&gt;second[j].peak] == <a class="code" href="structOpenMS_1_1PeakShape.html#a1d1cfd8ffb84e947f82999c682b666a7a6ba0b50b9f0f84a5ad13827c57240f76">PeakShape::LORENTZ_PEAK</a>)</div>
<div class="line"><a name="l00766"></a><span class="lineno">  766</span>&#160;          {</div>
<div class="line"><a name="l00767"></a><span class="lineno">  767</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> x_left_endpoint = mz - 1 / left_width* sqrt(height / 1 - 1);</div>
<div class="line"><a name="l00768"></a><span class="lineno">  768</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> x_rigth_endpoint = mz + 1 / right_width* sqrt(height / 1 - 1);</div>
<div class="line"><a name="l00769"></a><span class="lineno">  769</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> area_left = -height / left_width* atan(left_width * (x_left_endpoint - mz));</div>
<div class="line"><a name="l00770"></a><span class="lineno">  770</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> area_right = -height / right_width* atan(right_width * (mz - x_rigth_endpoint));</div>
<div class="line"><a name="l00771"></a><span class="lineno">  771</span>&#160;            ms_exp[itv-&gt;second[j].spectrum][itv-&gt;second[j].peak].setIntensity(area_left + area_right);</div>
<div class="line"><a name="l00772"></a><span class="lineno">  772</span>&#160;          }</div>
<div class="line"><a name="l00773"></a><span class="lineno">  773</span>&#160;          <span class="keywordflow">else</span>         <span class="comment">// it&#39;s a sech peak</span></div>
<div class="line"><a name="l00774"></a><span class="lineno">  774</span>&#160;          {</div>
<div class="line"><a name="l00775"></a><span class="lineno">  775</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> x_left_endpoint = mz - 1 / left_width* boost::math::acosh(sqrt(height / 0.001));</div>
<div class="line"><a name="l00776"></a><span class="lineno">  776</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> x_rigth_endpoint = mz + 1 / right_width* boost::math::acosh(sqrt(height / 0.001));</div>
<div class="line"><a name="l00777"></a><span class="lineno">  777</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> area_left = -height / left_width * (sinh(left_width * (mz - x_left_endpoint)) / cosh(left_width * (mz - x_left_endpoint)));</div>
<div class="line"><a name="l00778"></a><span class="lineno">  778</span>&#160;            <a class="code" href="classdouble.html">DoubleReal</a> area_right = -height / right_width * (sinh(right_width * (mz - x_rigth_endpoint)) / cosh(right_width * (mz - x_rigth_endpoint)));</div>
<div class="line"><a name="l00779"></a><span class="lineno">  779</span>&#160;            ms_exp[itv-&gt;second[j].spectrum][itv-&gt;second[j].peak].setIntensity(area_left + area_right);</div>
<div class="line"><a name="l00780"></a><span class="lineno">  780</span>&#160;          }</div>
<div class="line"><a name="l00781"></a><span class="lineno">  781</span>&#160;</div>
<div class="line"><a name="l00782"></a><span class="lineno">  782</span>&#160;</div>
<div class="line"><a name="l00783"></a><span class="lineno">  783</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00784"></a><span class="lineno">  784</span>&#160;<span class="preprocessor"></span>          std::cout &lt;&lt; <span class="stringliteral">&quot;pos: &quot;</span> &lt;&lt; itv-&gt;second[j].getPeak(ms_exp).getMZ() &lt;&lt; <span class="stringliteral">&quot;\nint: &quot;</span> &lt;&lt; itv-&gt;second[j].getSpectrum(ms_exp).getFloatDataArrays()[1][itv-&gt;second[j].peak] <span class="comment">//itv-&gt;second[j].getPeak(ms_exp).getIntensity()</span></div>
<div class="line"><a name="l00785"></a><span class="lineno">  785</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;\nlw: &quot;</span> &lt;&lt; itv-&gt;second[j].getSpectrum(ms_exp).getFloatDataArrays()[3][itv-&gt;second[j].peak]</div>
<div class="line"><a name="l00786"></a><span class="lineno">  786</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;\nrw: &quot;</span> &lt;&lt; itv-&gt;second[j].getSpectrum(ms_exp).getFloatDataArrays()[4][itv-&gt;second[j].peak] &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div>
<div class="line"><a name="l00787"></a><span class="lineno">  787</span>&#160;</div>
<div class="line"><a name="l00788"></a><span class="lineno">  788</span>&#160;<span class="comment">//                              std::cout &lt;&lt; &quot;pos: &quot;&lt;&lt;itv-&gt;second[j]-&gt;getMZ()&lt;&lt;&quot;\nint: &quot;&lt;&lt;itv-&gt;second[j]-&gt;getIntensity()</span></div>
<div class="line"><a name="l00789"></a><span class="lineno">  789</span>&#160;<span class="comment">//                                                  &lt;&lt;&quot;\nlw: &quot;&lt;&lt;itv-&gt;second[j]-&gt;getLeftWidthParameter()</span></div>
<div class="line"><a name="l00790"></a><span class="lineno">  790</span>&#160;<span class="comment">//                                                  &lt;&lt;&quot;\nrw: &quot;&lt;&lt;itv-&gt;second[j]-&gt;getRightWidthParameter() &lt;&lt; &quot;\n&quot;;</span></div>
<div class="line"><a name="l00791"></a><span class="lineno">  791</span>&#160;</div>
<div class="line"><a name="l00792"></a><span class="lineno">  792</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00793"></a><span class="lineno">  793</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l00794"></a><span class="lineno">  794</span>&#160;          ++peak_idx;</div>
<div class="line"><a name="l00795"></a><span class="lineno">  795</span>&#160;</div>
<div class="line"><a name="l00796"></a><span class="lineno">  796</span>&#160;</div>
<div class="line"><a name="l00797"></a><span class="lineno">  797</span>&#160;        }</div>
<div class="line"><a name="l00798"></a><span class="lineno">  798</span>&#160;      }</div>
<div class="line"><a name="l00799"></a><span class="lineno">  799</span>&#160;</div>
<div class="line"><a name="l00800"></a><span class="lineno">  800</span>&#160;      gsl_multifit_fdfsolver_free(fit);</div>
<div class="line"><a name="l00801"></a><span class="lineno">  801</span>&#160;      gsl_vector_free(start_value);</div>
<div class="line"><a name="l00802"></a><span class="lineno">  802</span>&#160;      ++counter;</div>
<div class="line"><a name="l00803"></a><span class="lineno">  803</span>&#160;    } <span class="comment">// end for</span></div>
<div class="line"><a name="l00804"></a><span class="lineno">  804</span>&#160;    <span class="comment">//#undef DEBUG_2D</span></div>
<div class="line"><a name="l00805"></a><span class="lineno">  805</span>&#160;  }</div>
<div class="line"><a name="l00806"></a><span class="lineno">  806</span>&#160;</div>
<div class="line"><a name="l00807"></a><span class="lineno">  807</span>&#160;  <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l00808"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#adca2617ab638fed2467b9d57b1fe2cfa">  808</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#adca2617ab638fed2467b9d57b1fe2cfa">TwoDOptimization::optimizeRegionsScanwise_</a>(InputSpectrumIterator&amp; first,</div>
<div class="line"><a name="l00809"></a><span class="lineno">  809</span>&#160;                                                  InputSpectrumIterator&amp; last,</div>
<div class="line"><a name="l00810"></a><span class="lineno">  810</span>&#160;                                                  <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; ms_exp)</div>
<div class="line"><a name="l00811"></a><span class="lineno">  811</span>&#160;  {</div>
<div class="line"><a name="l00812"></a><span class="lineno">  812</span>&#160;    <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> counter = 0;</div>
<div class="line"><a name="l00813"></a><span class="lineno">  813</span>&#160;    <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html">TwoDOptimization::Data</a> d;</div>
<div class="line"><a name="l00814"></a><span class="lineno">  814</span>&#160;    d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a2dcab4dd664c2b08f478ebde32edaa74">picked_peaks</a> = ms_exp;</div>
<div class="line"><a name="l00815"></a><span class="lineno">  815</span>&#160;    d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a> =  first;</div>
<div class="line"><a name="l00816"></a><span class="lineno">  816</span>&#160;</div>
<div class="line"><a name="l00817"></a><span class="lineno">  817</span>&#160;    <span class="comment">//std::cout &lt;&lt; &quot;richtig hier&quot; &lt;&lt; std::endl;</span></div>
<div class="line"><a name="l00818"></a><span class="lineno">  818</span>&#160;    <span class="keyword">struct </span><a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html">OpenMS::OptimizationFunctions::PenaltyFactors</a> penalties;</div>
<div class="line"><a name="l00819"></a><span class="lineno">  819</span>&#160;</div>
<div class="line"><a name="l00820"></a><span class="lineno">  820</span>&#160;</div>
<div class="line"><a name="l00821"></a><span class="lineno">  821</span>&#160;    <a class="code" href="classOpenMS_1_1DataValue.html">DataValue</a> dv = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;penalties:position&quot;</span>);</div>
<div class="line"><a name="l00822"></a><span class="lineno">  822</span>&#160;    <span class="keywordflow">if</span> (dv.isEmpty() || dv.toString() == <span class="stringliteral">&quot;&quot;</span>)</div>
<div class="line"><a name="l00823"></a><span class="lineno">  823</span>&#160;      penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a5e9dd75fc35bca3ebe4981821077aebe">pos</a> = 0.;</div>
<div class="line"><a name="l00824"></a><span class="lineno">  824</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00825"></a><span class="lineno">  825</span>&#160;      penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a5e9dd75fc35bca3ebe4981821077aebe">pos</a> = (<span class="keywordtype">float</span>)dv;</div>
<div class="line"><a name="l00826"></a><span class="lineno">  826</span>&#160;</div>
<div class="line"><a name="l00827"></a><span class="lineno">  827</span>&#160;    dv = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;penalties:left_width&quot;</span>);</div>
<div class="line"><a name="l00828"></a><span class="lineno">  828</span>&#160;    <span class="keywordflow">if</span> (dv.isEmpty() || dv.toString() == <span class="stringliteral">&quot;&quot;</span>)</div>
<div class="line"><a name="l00829"></a><span class="lineno">  829</span>&#160;      penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#abb10592f0ea83f824c0a14f4afa95be4">lWidth</a> = 1.;</div>
<div class="line"><a name="l00830"></a><span class="lineno">  830</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00831"></a><span class="lineno">  831</span>&#160;      penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#abb10592f0ea83f824c0a14f4afa95be4">lWidth</a> = (<span class="keywordtype">float</span>)dv;</div>
<div class="line"><a name="l00832"></a><span class="lineno">  832</span>&#160;</div>
<div class="line"><a name="l00833"></a><span class="lineno">  833</span>&#160;    dv = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;penalties:right_width&quot;</span>);</div>
<div class="line"><a name="l00834"></a><span class="lineno">  834</span>&#160;    <span class="keywordflow">if</span> (dv.isEmpty() || dv.toString() == <span class="stringliteral">&quot;&quot;</span>)</div>
<div class="line"><a name="l00835"></a><span class="lineno">  835</span>&#160;      penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a478a632c0b5a363e215061428eee1a1c">rWidth</a> = 1.;</div>
<div class="line"><a name="l00836"></a><span class="lineno">  836</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00837"></a><span class="lineno">  837</span>&#160;      penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a478a632c0b5a363e215061428eee1a1c">rWidth</a> = (<span class="keywordtype">float</span>)dv;</div>
<div class="line"><a name="l00838"></a><span class="lineno">  838</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00839"></a><span class="lineno">  839</span>&#160;<span class="preprocessor"></span>    std::cout &lt;&lt; penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a5e9dd75fc35bca3ebe4981821077aebe">pos</a> &lt;&lt; <span class="stringliteral">&quot; &quot;</span></div>
<div class="line"><a name="l00840"></a><span class="lineno">  840</span>&#160;              &lt;&lt; penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a478a632c0b5a363e215061428eee1a1c">rWidth</a> &lt;&lt; <span class="stringliteral">&quot; &quot;</span></div>
<div class="line"><a name="l00841"></a><span class="lineno">  841</span>&#160;              &lt;&lt; penalties.<a class="code" href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#abb10592f0ea83f824c0a14f4afa95be4">lWidth</a> &lt;&lt; std::endl;</div>
<div class="line"><a name="l00842"></a><span class="lineno">  842</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00843"></a><span class="lineno">  843</span>&#160;<span class="preprocessor"></span><span class="comment">//      MSExperiment&lt;Peak1D &gt;::const_iterator help = first;</span></div>
<div class="line"><a name="l00844"></a><span class="lineno">  844</span>&#160;<span class="comment">//      // std::cout &lt;&lt; &quot;\n\n\n\n---------------------------------------------------------------&quot;;</span></div>
<div class="line"><a name="l00845"></a><span class="lineno">  845</span>&#160;<span class="comment">//      while(help!=last)</span></div>
<div class="line"><a name="l00846"></a><span class="lineno">  846</span>&#160;<span class="comment">//          {</span></div>
<div class="line"><a name="l00847"></a><span class="lineno">  847</span>&#160;<span class="comment">//              // std::cout&lt;&lt;help-&gt;getRT()&lt;&lt;std::endl;</span></div>
<div class="line"><a name="l00848"></a><span class="lineno">  848</span>&#160;<span class="comment">//              ++help;</span></div>
<div class="line"><a name="l00849"></a><span class="lineno">  849</span>&#160;<span class="comment">//          }</span></div>
<div class="line"><a name="l00850"></a><span class="lineno">  850</span>&#160;    <span class="comment">// std::cout &lt;&lt; &quot;---------------------------------------------------------------\n\n\n\n&quot;;</span></div>
<div class="line"><a name="l00851"></a><span class="lineno">  851</span>&#160;</div>
<div class="line"><a name="l00852"></a><span class="lineno">  852</span>&#160;    <a class="code" href="classunsigned_01int.html">UInt</a> max_iteration;</div>
<div class="line"><a name="l00853"></a><span class="lineno">  853</span>&#160;    dv = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;iterations&quot;</span>);</div>
<div class="line"><a name="l00854"></a><span class="lineno">  854</span>&#160;    <span class="keywordflow">if</span> (dv.isEmpty() || dv.toString() == <span class="stringliteral">&quot;&quot;</span>)</div>
<div class="line"><a name="l00855"></a><span class="lineno">  855</span>&#160;      max_iteration = 15;</div>
<div class="line"><a name="l00856"></a><span class="lineno">  856</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00857"></a><span class="lineno">  857</span>&#160;      max_iteration = (<a class="code" href="group__Concept.html#gaba0996d26f7be2572973245b51852757">UInt</a>)dv;</div>
<div class="line"><a name="l00858"></a><span class="lineno">  858</span>&#160;</div>
<div class="line"><a name="l00859"></a><span class="lineno">  859</span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> eps_abs;</div>
<div class="line"><a name="l00860"></a><span class="lineno">  860</span>&#160;    dv = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;delta_abs_error&quot;</span>);</div>
<div class="line"><a name="l00861"></a><span class="lineno">  861</span>&#160;    <span class="keywordflow">if</span> (dv.isEmpty() || dv.toString() == <span class="stringliteral">&quot;&quot;</span>)</div>
<div class="line"><a name="l00862"></a><span class="lineno">  862</span>&#160;      eps_abs = 1e-04f;</div>
<div class="line"><a name="l00863"></a><span class="lineno">  863</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00864"></a><span class="lineno">  864</span>&#160;      eps_abs = (<a class="code" href="group__Concept.html#gace75bfb1aba684e874dffee13738bd15">DoubleReal</a>)dv;</div>
<div class="line"><a name="l00865"></a><span class="lineno">  865</span>&#160;</div>
<div class="line"><a name="l00866"></a><span class="lineno">  866</span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> eps_rel;</div>
<div class="line"><a name="l00867"></a><span class="lineno">  867</span>&#160;    dv = <a class="code" href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">param_</a>.<a class="code" href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">getValue</a>(<span class="stringliteral">&quot;delta_rel_error&quot;</span>);</div>
<div class="line"><a name="l00868"></a><span class="lineno">  868</span>&#160;    <span class="keywordflow">if</span> (dv.isEmpty() || dv.toString() == <span class="stringliteral">&quot;&quot;</span>)</div>
<div class="line"><a name="l00869"></a><span class="lineno">  869</span>&#160;      eps_rel = 1e-04f;</div>
<div class="line"><a name="l00870"></a><span class="lineno">  870</span>&#160;    <span class="keywordflow">else</span></div>
<div class="line"><a name="l00871"></a><span class="lineno">  871</span>&#160;      eps_rel = (<a class="code" href="group__Concept.html#gace75bfb1aba684e874dffee13738bd15">DoubleReal</a>)dv;</div>
<div class="line"><a name="l00872"></a><span class="lineno">  872</span>&#160;</div>
<div class="line"><a name="l00873"></a><span class="lineno">  873</span>&#160;    std::vector&lt;PeakShape&gt; peak_shapes;</div>
<div class="line"><a name="l00874"></a><span class="lineno">  874</span>&#160;</div>
<div class="line"><a name="l00875"></a><span class="lineno">  875</span>&#160;</div>
<div class="line"><a name="l00876"></a><span class="lineno">  876</span>&#160;    <span class="comment">// go through the clusters</span></div>
<div class="line"><a name="l00877"></a><span class="lineno">  877</span>&#160;    <span class="keywordflow">for</span> (std::multimap&lt;DoubleReal, IsotopeCluster&gt;::iterator it = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.begin();</div>
<div class="line"><a name="l00878"></a><span class="lineno">  878</span>&#160;         it != <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.end();</div>
<div class="line"><a name="l00879"></a><span class="lineno">  879</span>&#160;         ++it)</div>
<div class="line"><a name="l00880"></a><span class="lineno">  880</span>&#160;    {</div>
<div class="line"><a name="l00881"></a><span class="lineno">  881</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a> = it;</div>
<div class="line"><a name="l00882"></a><span class="lineno">  882</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00883"></a><span class="lineno">  883</span>&#160;<span class="preprocessor"></span>      std::cerr &lt;&lt; <span class="stringliteral">&quot;element: &quot;</span> &lt;&lt; counter &lt;&lt; std::endl;</div>
<div class="line"><a name="l00884"></a><span class="lineno">  884</span>&#160;      std::cerr &lt;&lt; <span class="stringliteral">&quot;mz: &quot;</span> &lt;&lt; it-&gt;first &lt;&lt; std::endl &lt;&lt; <span class="stringliteral">&quot;rts: &quot;</span>;</div>
<div class="line"><a name="l00885"></a><span class="lineno">  885</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> i = 0; i &lt; it-&gt;second.scans.size(); ++i)</div>
<div class="line"><a name="l00886"></a><span class="lineno">  886</span>&#160;        std::cerr &lt;&lt; it-&gt;second.scans[i] &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div>
<div class="line"><a name="l00887"></a><span class="lineno">  887</span>&#160;      std::cerr &lt;&lt; std::endl &lt;&lt; <span class="stringliteral">&quot;peaks: &quot;</span>;</div>
<div class="line"><a name="l00888"></a><span class="lineno">  888</span>&#160;      IsotopeCluster::IndexSet::const_iterator iter = it-&gt;second.peaks.begin();</div>
<div class="line"><a name="l00889"></a><span class="lineno">  889</span>&#160;      <span class="keywordflow">for</span> (; iter != it-&gt;second.peaks.end(); ++iter)</div>
<div class="line"><a name="l00890"></a><span class="lineno">  890</span>&#160;        std::cerr &lt;&lt; ms_exp[iter-&gt;first].getRT() &lt;&lt; <span class="stringliteral">&quot; &quot;</span> &lt;&lt; (ms_exp[iter-&gt;first][iter-&gt;second]).getMZ() &lt;&lt; std::endl;</div>
<div class="line"><a name="l00891"></a><span class="lineno">  891</span>&#160;      <span class="comment">//for(Size i=0;i&lt;it-&gt;second.peaks_.size();++i) std::cout &lt;&lt; ms_exp[it-&gt;first].getRT() &lt;&lt; &quot; &quot;&lt;&lt;(ms_exp[it-&gt;first][it-&gt;second]).getMZ()&lt;&lt;std::endl;</span></div>
<div class="line"><a name="l00892"></a><span class="lineno">  892</span>&#160;      std::cerr &lt;&lt; std::endl &lt;&lt; std::endl;</div>
<div class="line"><a name="l00893"></a><span class="lineno">  893</span>&#160;</div>
<div class="line"><a name="l00894"></a><span class="lineno">  894</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00895"></a><span class="lineno">  895</span>&#160;<span class="preprocessor"></span>      <span class="comment">// prepare for optimization:</span></div>
<div class="line"><a name="l00896"></a><span class="lineno">  896</span>&#160;      <span class="comment">// determine the matching peaks</span></div>
<div class="line"><a name="l00897"></a><span class="lineno">  897</span>&#160;      <span class="comment">// and the endpoints of each isotope pattern in the cluster</span></div>
<div class="line"><a name="l00898"></a><span class="lineno">  898</span>&#160;</div>
<div class="line"><a name="l00899"></a><span class="lineno">  899</span>&#160;      <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a6d2b21b20b10f65e5a6052e8c8aa84e7">getRegionEndpoints_</a>(ms_exp, first, last, counter, 400, d);</div>
<div class="line"><a name="l00900"></a><span class="lineno">  900</span>&#160;      <a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html">OptimizePick::Data</a> data;</div>
<div class="line"><a name="l00901"></a><span class="lineno">  901</span>&#160;</div>
<div class="line"><a name="l00902"></a><span class="lineno">  902</span>&#160;</div>
<div class="line"><a name="l00903"></a><span class="lineno">  903</span>&#160;      <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> idx = 0;</div>
<div class="line"><a name="l00904"></a><span class="lineno">  904</span>&#160;      <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> i = 0; i &lt; d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>.size() / 2; ++i)</div>
<div class="line"><a name="l00905"></a><span class="lineno">  905</span>&#160;      {</div>
<div class="line"><a name="l00906"></a><span class="lineno">  906</span>&#160;        data.<a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html#a649cc300c964845ccc272fd2229b6ed4">positions</a>.clear();</div>
<div class="line"><a name="l00907"></a><span class="lineno">  907</span>&#160;        data.<a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html#afc5753d32dfc3c8659038a3e1ac68c86">signal</a>.clear();</div>
<div class="line"><a name="l00908"></a><span class="lineno">  908</span>&#160;</div>
<div class="line"><a name="l00909"></a><span class="lineno">  909</span>&#160;        <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;Peak1D&gt;::SpectrumType::const_iterator</a> ms_it =</div>
<div class="line"><a name="l00910"></a><span class="lineno">  910</span>&#160;          (d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a> + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i].first)-&gt;begin() + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i].second;</div>
<div class="line"><a name="l00911"></a><span class="lineno">  911</span>&#160;        <a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a> size = distance(ms_it, (d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a> + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i].first)-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>() + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i + 1].second);</div>
<div class="line"><a name="l00912"></a><span class="lineno">  912</span>&#160;        data.<a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html#a649cc300c964845ccc272fd2229b6ed4">positions</a>.reserve(size);</div>
<div class="line"><a name="l00913"></a><span class="lineno">  913</span>&#160;        data.<a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html#afc5753d32dfc3c8659038a3e1ac68c86">signal</a>.reserve(size);</div>
<div class="line"><a name="l00914"></a><span class="lineno">  914</span>&#160;</div>
<div class="line"><a name="l00915"></a><span class="lineno">  915</span>&#160;        <span class="keywordflow">while</span> (ms_it != (d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a> + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i].first)-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>() + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i + 1].second)</div>
<div class="line"><a name="l00916"></a><span class="lineno">  916</span>&#160;        {</div>
<div class="line"><a name="l00917"></a><span class="lineno">  917</span>&#160;          data.<a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html#a649cc300c964845ccc272fd2229b6ed4">positions</a>.push_back(ms_it-&gt;getMZ());</div>
<div class="line"><a name="l00918"></a><span class="lineno">  918</span>&#160;          data.<a class="code" href="structOpenMS_1_1OptimizePick_1_1Data.html#afc5753d32dfc3c8659038a3e1ac68c86">signal</a>.push_back(ms_it-&gt;getIntensity());</div>
<div class="line"><a name="l00919"></a><span class="lineno">  919</span>&#160;          ++ms_it;</div>
<div class="line"><a name="l00920"></a><span class="lineno">  920</span>&#160;        }</div>
<div class="line"><a name="l00921"></a><span class="lineno">  921</span>&#160;</div>
<div class="line"><a name="l00922"></a><span class="lineno">  922</span>&#160;</div>
<div class="line"><a name="l00923"></a><span class="lineno">  923</span>&#160;        <a class="code" href="structOpenMS_1_1IsotopeCluster.html#a0cab124671a3ada269f0553e1c8934da">IsotopeCluster::IndexPair</a> pair;</div>
<div class="line"><a name="l00924"></a><span class="lineno">  924</span>&#160;        pair.first =  d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.begin()-&gt;first + idx;</div>
<div class="line"><a name="l00925"></a><span class="lineno">  925</span>&#160;</div>
<div class="line"><a name="l00926"></a><span class="lineno">  926</span>&#160;        IsotopeCluster::IndexSet::const_iterator set_iter = lower_bound(d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.begin(),</div>
<div class="line"><a name="l00927"></a><span class="lineno">  927</span>&#160;                                                                        d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.end(),</div>
<div class="line"><a name="l00928"></a><span class="lineno">  928</span>&#160;                                                                        pair, <a class="code" href="structOpenMS_1_1PairComparatorFirstElement.html">PairComparatorFirstElement&lt;IsotopeCluster::IndexPair&gt;</a>());</div>
<div class="line"><a name="l00929"></a><span class="lineno">  929</span>&#160;</div>
<div class="line"><a name="l00930"></a><span class="lineno">  930</span>&#160;</div>
<div class="line"><a name="l00931"></a><span class="lineno">  931</span>&#160;        <span class="comment">// find the last entry with this rt-value</span></div>
<div class="line"><a name="l00932"></a><span class="lineno">  932</span>&#160;        ++pair.first;</div>
<div class="line"><a name="l00933"></a><span class="lineno">  933</span>&#160;        IsotopeCluster::IndexSet::const_iterator set_iter2 = lower_bound(d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.begin(),</div>
<div class="line"><a name="l00934"></a><span class="lineno">  934</span>&#160;                                                                         d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.end(),</div>
<div class="line"><a name="l00935"></a><span class="lineno">  935</span>&#160;                                                                         pair, <a class="code" href="structOpenMS_1_1PairComparatorFirstElement.html">PairComparatorFirstElement&lt;IsotopeCluster::IndexPair&gt;</a>());</div>
<div class="line"><a name="l00936"></a><span class="lineno">  936</span>&#160;</div>
<div class="line"><a name="l00937"></a><span class="lineno">  937</span>&#160;        <span class="keywordflow">while</span> (set_iter != set_iter2)</div>
<div class="line"><a name="l00938"></a><span class="lineno">  938</span>&#160;        {</div>
<div class="line"><a name="l00939"></a><span class="lineno">  939</span>&#160;          <span class="keyword">const</span> <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> peak_index = set_iter-&gt;second;</div>
<div class="line"><a name="l00940"></a><span class="lineno">  940</span>&#160;          <span class="keyword">const</span> <a class="code" href="classOpenMS_1_1MSSpectrum.html">MSSpectrum&lt;&gt;</a>&amp; spec = ms_exp[set_iter-&gt;first];</div>
<div class="line"><a name="l00941"></a><span class="lineno">  941</span>&#160;          <a class="code" href="structOpenMS_1_1PeakShape.html">PeakShape</a> shape(spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[1][peak_index], <span class="comment">//intensity</span></div>
<div class="line"><a name="l00942"></a><span class="lineno">  942</span>&#160;                          spec[peak_index].getMZ(),</div>
<div class="line"><a name="l00943"></a><span class="lineno">  943</span>&#160;                          spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[3][peak_index], <span class="comment">//left width</span></div>
<div class="line"><a name="l00944"></a><span class="lineno">  944</span>&#160;                          spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[4][peak_index], <span class="comment">//right width</span></div>
<div class="line"><a name="l00945"></a><span class="lineno">  945</span>&#160;                          spec[peak_index].getIntensity(), <span class="comment">//area is stored in peak intensity</span></div>
<div class="line"><a name="l00946"></a><span class="lineno">  946</span>&#160;                          std::vector&lt;Peak1D&gt;::iterator(),</div>
<div class="line"><a name="l00947"></a><span class="lineno">  947</span>&#160;                          std::vector&lt;Peak1D&gt;::iterator(),</div>
<div class="line"><a name="l00948"></a><span class="lineno">  948</span>&#160;                          <a class="code" href="structOpenMS_1_1PeakShape.html#a1d1cfd8ffb84e947f82999c682b666a7">PeakShape::Type</a>(<a class="code" href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">Int</a>(spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[5][peak_index]))); <span class="comment">//shape</span></div>
<div class="line"><a name="l00949"></a><span class="lineno">  949</span>&#160;          peak_shapes.push_back(shape);</div>
<div class="line"><a name="l00950"></a><span class="lineno">  950</span>&#160;          ++set_iter;</div>
<div class="line"><a name="l00951"></a><span class="lineno">  951</span>&#160;        }</div>
<div class="line"><a name="l00952"></a><span class="lineno">  952</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00953"></a><span class="lineno">  953</span>&#160;<span class="preprocessor"></span>        std::cout &lt;&lt; <span class="stringliteral">&quot;rt &quot;</span></div>
<div class="line"><a name="l00954"></a><span class="lineno">  954</span>&#160;                  &lt;&lt; (d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">raw_data_first</a> + d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>[2 * i].first)-&gt;getRT()</div>
<div class="line"><a name="l00955"></a><span class="lineno">  955</span>&#160;                  &lt;&lt; <span class="stringliteral">&quot;\n&quot;</span>;</div>
<div class="line"><a name="l00956"></a><span class="lineno">  956</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00957"></a><span class="lineno">  957</span>&#160;<span class="preprocessor"></span>        <a class="code" href="classOpenMS_1_1OptimizePick.html">OptimizePick</a> opt(penalties, max_iteration, eps_abs, eps_rel);</div>
<div class="line"><a name="l00958"></a><span class="lineno">  958</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00959"></a><span class="lineno">  959</span>&#160;<span class="preprocessor"></span>        std::cout &lt;&lt; <span class="stringliteral">&quot;vorher\n&quot;</span>;</div>
<div class="line"><a name="l00960"></a><span class="lineno">  960</span>&#160;</div>
<div class="line"><a name="l00961"></a><span class="lineno">  961</span>&#160;        <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> p = 0; p &lt; peak_shapes.size(); ++p)</div>
<div class="line"><a name="l00962"></a><span class="lineno">  962</span>&#160;        {</div>
<div class="line"><a name="l00963"></a><span class="lineno">  963</span>&#160;          std::cout &lt;&lt; peak_shapes[p].mz_position &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; peak_shapes[p].height</div>
<div class="line"><a name="l00964"></a><span class="lineno">  964</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; peak_shapes[p].left_width &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; peak_shapes[p].right_width  &lt;&lt; std::endl;</div>
<div class="line"><a name="l00965"></a><span class="lineno">  965</span>&#160;        }</div>
<div class="line"><a name="l00966"></a><span class="lineno">  966</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00967"></a><span class="lineno">  967</span>&#160;<span class="preprocessor"></span>        opt.<a class="code" href="classOpenMS_1_1OptimizePick.html#ae69ba4a78f94acc6d88ec067397bf490">optimize</a>(peak_shapes, data);</div>
<div class="line"><a name="l00968"></a><span class="lineno">  968</span>&#160;<span class="preprocessor">#ifdef DEBUG_2D</span></div>
<div class="line"><a name="l00969"></a><span class="lineno">  969</span>&#160;<span class="preprocessor"></span>        std::cout &lt;&lt; <span class="stringliteral">&quot;nachher\n&quot;</span>;</div>
<div class="line"><a name="l00970"></a><span class="lineno">  970</span>&#160;        <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> p = 0; p &lt; peak_shapes.size(); ++p)</div>
<div class="line"><a name="l00971"></a><span class="lineno">  971</span>&#160;        {</div>
<div class="line"><a name="l00972"></a><span class="lineno">  972</span>&#160;          std::cout &lt;&lt; peak_shapes[p].mz_position &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; peak_shapes[p].height</div>
<div class="line"><a name="l00973"></a><span class="lineno">  973</span>&#160;                    &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; peak_shapes[p].left_width &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; peak_shapes[p].right_width  &lt;&lt; std::endl;</div>
<div class="line"><a name="l00974"></a><span class="lineno">  974</span>&#160;        }</div>
<div class="line"><a name="l00975"></a><span class="lineno">  975</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l00976"></a><span class="lineno">  976</span>&#160;<span class="preprocessor"></span>        std::sort(peak_shapes.begin(), peak_shapes.end(), <a class="code" href="classOpenMS_1_1PeakShape_1_1PositionLess.html">PeakShape::PositionLess</a>());</div>
<div class="line"><a name="l00977"></a><span class="lineno">  977</span>&#160;        pair.first =  d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.begin()-&gt;first + idx;</div>
<div class="line"><a name="l00978"></a><span class="lineno">  978</span>&#160;</div>
<div class="line"><a name="l00979"></a><span class="lineno">  979</span>&#160;        set_iter = lower_bound(d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.begin(),</div>
<div class="line"><a name="l00980"></a><span class="lineno">  980</span>&#160;                               d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">iso_map_iter</a>-&gt;second.peaks.end(),</div>
<div class="line"><a name="l00981"></a><span class="lineno">  981</span>&#160;                               pair, <a class="code" href="structOpenMS_1_1PairComparatorFirstElement.html">PairComparatorFirstElement&lt;IsotopeCluster::IndexPair&gt;</a>());</div>
<div class="line"><a name="l00982"></a><span class="lineno">  982</span>&#160;        <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> p = 0;</div>
<div class="line"><a name="l00983"></a><span class="lineno">  983</span>&#160;        <span class="keywordflow">while</span> (p &lt; peak_shapes.size())</div>
<div class="line"><a name="l00984"></a><span class="lineno">  984</span>&#160;        {</div>
<div class="line"><a name="l00985"></a><span class="lineno">  985</span>&#160;          <a class="code" href="classOpenMS_1_1MSSpectrum.html">MSSpectrum&lt;&gt;</a>&amp; spec = ms_exp[set_iter-&gt;first];</div>
<div class="line"><a name="l00986"></a><span class="lineno">  986</span>&#160;          spec[set_iter-&gt;second].setMZ(peak_shapes[p].mz_position);</div>
<div class="line"><a name="l00987"></a><span class="lineno">  987</span>&#160;          spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[3][set_iter-&gt;second] = peak_shapes[p].left_width;</div>
<div class="line"><a name="l00988"></a><span class="lineno">  988</span>&#160;          spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[4][set_iter-&gt;second] = peak_shapes[p].right_width;</div>
<div class="line"><a name="l00989"></a><span class="lineno">  989</span>&#160;          spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">getFloatDataArrays</a>()[1][set_iter-&gt;second] = peak_shapes[p].height; <span class="comment">// maximum intensity</span></div>
<div class="line"><a name="l00990"></a><span class="lineno">  990</span>&#160;          <span class="comment">// calculate area</span></div>
<div class="line"><a name="l00991"></a><span class="lineno">  991</span>&#160;          <span class="keywordflow">if</span> (peak_shapes[p].type == <a class="code" href="structOpenMS_1_1PeakShape.html#a1d1cfd8ffb84e947f82999c682b666a7a6ba0b50b9f0f84a5ad13827c57240f76">PeakShape::LORENTZ_PEAK</a>)</div>
<div class="line"><a name="l00992"></a><span class="lineno">  992</span>&#160;          {</div>
<div class="line"><a name="l00993"></a><span class="lineno">  993</span>&#160;            <a class="code" href="structOpenMS_1_1PeakShape.html">PeakShape</a>&amp; ps = peak_shapes[p];</div>
<div class="line"><a name="l00994"></a><span class="lineno">  994</span>&#160;            <span class="keywordtype">double</span> x_left_endpoint = ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - 1 / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a>* sqrt(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / 1 - 1);</div>
<div class="line"><a name="l00995"></a><span class="lineno">  995</span>&#160;            <span class="keywordtype">double</span> x_rigth_endpoint = ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> + 1 / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a>* sqrt(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / 1 - 1);</div>
<div class="line"><a name="l00996"></a><span class="lineno">  996</span>&#160;            <span class="keywordtype">double</span> area_left = -ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a>* atan(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a> * (x_left_endpoint - ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a>));</div>
<div class="line"><a name="l00997"></a><span class="lineno">  997</span>&#160;            <span class="keywordtype">double</span> area_right = -ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a>* atan(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a> * (ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - x_rigth_endpoint));</div>
<div class="line"><a name="l00998"></a><span class="lineno">  998</span>&#160;            spec[set_iter-&gt;second].setIntensity(area_left + area_right); <span class="comment">// area is stored as peak intensity</span></div>
<div class="line"><a name="l00999"></a><span class="lineno">  999</span>&#160;          }</div>
<div class="line"><a name="l01000"></a><span class="lineno"> 1000</span>&#160;          <span class="keywordflow">else</span>        <span class="comment">//It&#39;s a Sech - Peak</span></div>
<div class="line"><a name="l01001"></a><span class="lineno"> 1001</span>&#160;          {</div>
<div class="line"><a name="l01002"></a><span class="lineno"> 1002</span>&#160;            <a class="code" href="structOpenMS_1_1PeakShape.html">PeakShape</a>&amp; ps = peak_shapes[p];</div>
<div class="line"><a name="l01003"></a><span class="lineno"> 1003</span>&#160;            <span class="keywordtype">double</span> x_left_endpoint = ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - 1 / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a>* boost::math::acosh(sqrt(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / 0.001));</div>
<div class="line"><a name="l01004"></a><span class="lineno"> 1004</span>&#160;            <span class="keywordtype">double</span> x_rigth_endpoint = ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> + 1 / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a>* boost::math::acosh(sqrt(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / 0.001));</div>
<div class="line"><a name="l01005"></a><span class="lineno"> 1005</span>&#160;            <span class="keywordtype">double</span> area_left = ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a> * (sinh(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a> * (ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - x_left_endpoint)) / cosh(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">left_width</a> * (ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - x_left_endpoint)));</div>
<div class="line"><a name="l01006"></a><span class="lineno"> 1006</span>&#160;            <span class="keywordtype">double</span> area_right = -ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">height</a> / ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a> * (sinh(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a> * (ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - x_rigth_endpoint)) / cosh(ps.<a class="code" href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">right_width</a> * (ps.<a class="code" href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">mz_position</a> - x_rigth_endpoint)));</div>
<div class="line"><a name="l01007"></a><span class="lineno"> 1007</span>&#160;            spec[set_iter-&gt;second].setIntensity(area_left + area_right); <span class="comment">// area is stored as peak intensity</span></div>
<div class="line"><a name="l01008"></a><span class="lineno"> 1008</span>&#160;          }</div>
<div class="line"><a name="l01009"></a><span class="lineno"> 1009</span>&#160;          ++set_iter;</div>
<div class="line"><a name="l01010"></a><span class="lineno"> 1010</span>&#160;          ++p;</div>
<div class="line"><a name="l01011"></a><span class="lineno"> 1011</span>&#160;        }</div>
<div class="line"><a name="l01012"></a><span class="lineno"> 1012</span>&#160;        ++idx;</div>
<div class="line"><a name="l01013"></a><span class="lineno"> 1013</span>&#160;        peak_shapes.clear();</div>
<div class="line"><a name="l01014"></a><span class="lineno"> 1014</span>&#160;      }</div>
<div class="line"><a name="l01015"></a><span class="lineno"> 1015</span>&#160;</div>
<div class="line"><a name="l01016"></a><span class="lineno"> 1016</span>&#160;      ++counter;</div>
<div class="line"><a name="l01017"></a><span class="lineno"> 1017</span>&#160;    }</div>
<div class="line"><a name="l01018"></a><span class="lineno"> 1018</span>&#160;  }</div>
<div class="line"><a name="l01019"></a><span class="lineno"> 1019</span>&#160;</div>
<div class="line"><a name="l01020"></a><span class="lineno"> 1020</span>&#160;  <span class="keyword">template</span> &lt;<span class="keyword">typename</span> InputSpectrumIterator, <span class="keyword">typename</span> OutputPeakType&gt;</div>
<div class="line"><a name="l01021"></a><span class="lineno"><a class="line" href="classOpenMS_1_1TwoDOptimization.html#a6d2b21b20b10f65e5a6052e8c8aa84e7"> 1021</a></span>&#160;  <span class="keywordtype">void</span> <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a6d2b21b20b10f65e5a6052e8c8aa84e7">TwoDOptimization::getRegionEndpoints_</a>(<a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;OutputPeakType&gt;</a>&amp; exp,</div>
<div class="line"><a name="l01022"></a><span class="lineno"> 1022</span>&#160;                                             InputSpectrumIterator&amp; first,</div>
<div class="line"><a name="l01023"></a><span class="lineno"> 1023</span>&#160;                                             InputSpectrumIterator&amp; last,</div>
<div class="line"><a name="l01024"></a><span class="lineno"> 1024</span>&#160;                                             <a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> iso_map_idx,</div>
<div class="line"><a name="l01025"></a><span class="lineno"> 1025</span>&#160;                                             <a class="code" href="classdouble.html">DoubleReal</a> noise_level,</div>
<div class="line"><a name="l01026"></a><span class="lineno"> 1026</span>&#160;                                             <a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html">TwoDOptimization::Data</a>&amp; d)</div>
<div class="line"><a name="l01027"></a><span class="lineno"> 1027</span>&#160;  {</div>
<div class="line"><a name="l01028"></a><span class="lineno"> 1028</span>&#160;    d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>.clear();</div>
<div class="line"><a name="l01029"></a><span class="lineno"> 1029</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> InputSpectrumIterator::value_type InputExperimentType;</div>
<div class="line"><a name="l01030"></a><span class="lineno"> 1030</span>&#160;    <span class="keyword">typedef</span> <span class="keyword">typename</span> InputExperimentType::value_type InputPeakType;</div>
<div class="line"><a name="l01031"></a><span class="lineno"> 1031</span>&#160;    <span class="keyword">typedef</span> std::multimap&lt;DoubleReal, IsotopeCluster&gt; MapType;</div>
<div class="line"><a name="l01032"></a><span class="lineno"> 1032</span>&#160;</div>
<div class="line"><a name="l01033"></a><span class="lineno"> 1033</span>&#160;    <a class="code" href="classdouble.html">DoubleReal</a> rt, first_peak_mz, last_peak_mz;</div>
<div class="line"><a name="l01034"></a><span class="lineno"> 1034</span>&#160;</div>
<div class="line"><a name="l01035"></a><span class="lineno"> 1035</span>&#160;    <span class="comment">//MSSpectrum&lt;InputPeakType&gt; spec;</span></div>
<div class="line"><a name="l01036"></a><span class="lineno"> 1036</span>&#160;    <span class="keyword">typename</span> <a class="code" href="classOpenMS_1_1MSSpectrum.html">MSExperiment&lt;InputPeakType&gt;::SpectrumType</a> spec;</div>
<div class="line"><a name="l01037"></a><span class="lineno"> 1037</span>&#160;    InputPeakType peak;</div>
<div class="line"><a name="l01038"></a><span class="lineno"> 1038</span>&#160;</div>
<div class="line"><a name="l01039"></a><span class="lineno"> 1039</span>&#160;    MapType::iterator iso_map_iter = <a class="code" href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">iso_map_</a>.begin();</div>
<div class="line"><a name="l01040"></a><span class="lineno"> 1040</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> i = 0; i &lt; iso_map_idx; ++i)</div>
<div class="line"><a name="l01041"></a><span class="lineno"> 1041</span>&#160;      ++iso_map_iter;</div>
<div class="line"><a name="l01042"></a><span class="lineno"> 1042</span>&#160;</div>
<div class="line"><a name="l01043"></a><span class="lineno"> 1043</span>&#160;<span class="preprocessor">#ifdef DEBUG2D</span></div>
<div class="line"><a name="l01044"></a><span class="lineno"> 1044</span>&#160;<span class="preprocessor"></span>    std::cout &lt;&lt; <span class="stringliteral">&quot;rt begin: &quot;</span> &lt;&lt; exp[iso_map_iter-&gt;second.scans[0]].getRT()</div>
<div class="line"><a name="l01045"></a><span class="lineno"> 1045</span>&#160;              &lt;&lt; <span class="stringliteral">&quot;\trt end: &quot;</span> &lt;&lt; exp[iso_map_iter-&gt;second.scans[iso_map_iter-&gt;second.scans.size() - 1]].getRT()</div>
<div class="line"><a name="l01046"></a><span class="lineno"> 1046</span>&#160;              &lt;&lt; <span class="stringliteral">&quot; \t&quot;</span> &lt;&lt; iso_map_iter-&gt;second.scans.<a class="code" href="classOpenMS_1_1MSExperiment.html#a9d78a687cf2a391198bb3cbc08bc06cb">size</a>() &lt;&lt; <span class="stringliteral">&quot; scans&quot;</span></div>
<div class="line"><a name="l01047"></a><span class="lineno"> 1047</span>&#160;              &lt;&lt; std::endl;</div>
<div class="line"><a name="l01048"></a><span class="lineno"> 1048</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01049"></a><span class="lineno"> 1049</span>&#160;<span class="preprocessor"></span></div>
<div class="line"><a name="l01050"></a><span class="lineno"> 1050</span>&#160;    <span class="comment">// get left and right endpoint for all scans in the current cluster</span></div>
<div class="line"><a name="l01051"></a><span class="lineno"> 1051</span>&#160;    <span class="keywordflow">for</span> (<a class="code" href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">Size</a> i = 0; i &lt; iso_map_iter-&gt;second.scans.size(); ++i)</div>
<div class="line"><a name="l01052"></a><span class="lineno"> 1052</span>&#160;    {</div>
<div class="line"><a name="l01053"></a><span class="lineno"> 1053</span>&#160;      <span class="keyword">typename</span> <a class="code" href="classOpenMS_1_1MSExperiment.html#a0bc3019d7d2ff6c73f261836bff0af3a">MSExperiment&lt;OutputPeakType&gt;::iterator</a> exp_it;</div>
<div class="line"><a name="l01054"></a><span class="lineno"> 1054</span>&#160;</div>
<div class="line"><a name="l01055"></a><span class="lineno"> 1055</span>&#160;      <span class="comment">// first the right scan through binary search</span></div>
<div class="line"><a name="l01056"></a><span class="lineno"> 1056</span>&#160;      rt = exp[iso_map_iter-&gt;second.scans[i]].getRT();</div>
<div class="line"><a name="l01057"></a><span class="lineno"> 1057</span>&#160;      spec.<a class="code" href="classOpenMS_1_1MSSpectrum.html#aac8c50f318154e9e5b7b01aee806e17f">setRT</a>(rt);</div>
<div class="line"><a name="l01058"></a><span class="lineno"> 1058</span>&#160;      InputSpectrumIterator iter = lower_bound(first, last, spec, <span class="keyword">typename</span> <a class="code" href="structOpenMS_1_1MSSpectrum_1_1RTLess.html">MSSpectrum&lt;InputPeakType&gt;::RTLess</a>());</div>
<div class="line"><a name="l01059"></a><span class="lineno"> 1059</span>&#160;      <span class="comment">//  if(iter-&gt;getRT() != rt) --iter;</span></div>
<div class="line"><a name="l01060"></a><span class="lineno"> 1060</span>&#160;      exp_it = exp.<a class="code" href="classOpenMS_1_1MSExperiment.html#adb2f0f3e10754ca4dc7be677f15689a3">RTBegin</a>(rt);</div>
<div class="line"><a name="l01061"></a><span class="lineno"> 1061</span>&#160;<span class="preprocessor">#ifdef DEBUG2D</span></div>
<div class="line"><a name="l01062"></a><span class="lineno"> 1062</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; exp_it-&gt;getRT() &lt;&lt; <span class="stringliteral">&quot; vs &quot;</span> &lt;&lt; iter-&gt;getRT() &lt;&lt; std::endl;</div>
<div class="line"><a name="l01063"></a><span class="lineno"> 1063</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01064"></a><span class="lineno"> 1064</span>&#160;<span class="preprocessor"></span>      <span class="comment">// now the right mz</span></div>
<div class="line"><a name="l01065"></a><span class="lineno"> 1065</span>&#160;      <a class="code" href="structOpenMS_1_1IsotopeCluster.html#a0cab124671a3ada269f0553e1c8934da">IsotopeCluster::IndexPair</a> pair;</div>
<div class="line"><a name="l01066"></a><span class="lineno"> 1066</span>&#160;      pair.first =  iso_map_iter-&gt;second.peaks.<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>()-&gt;first + i;</div>
<div class="line"><a name="l01067"></a><span class="lineno"> 1067</span>&#160;      <span class="comment">// get iterator in peaks-set that points to the first peak in the current scan</span></div>
<div class="line"><a name="l01068"></a><span class="lineno"> 1068</span>&#160;      IsotopeCluster::IndexSet::const_iterator set_iter = lower_bound(iso_map_iter-&gt;second.peaks.begin(),</div>
<div class="line"><a name="l01069"></a><span class="lineno"> 1069</span>&#160;                                                                      iso_map_iter-&gt;second.peaks.end(),</div>
<div class="line"><a name="l01070"></a><span class="lineno"> 1070</span>&#160;                                                                      pair, <a class="code" href="structOpenMS_1_1PairComparatorFirstElement.html">PairComparatorFirstElement&lt;IsotopeCluster::IndexPair&gt;</a>());</div>
<div class="line"><a name="l01071"></a><span class="lineno"> 1071</span>&#160;</div>
<div class="line"><a name="l01072"></a><span class="lineno"> 1072</span>&#160;      <span class="comment">// consider a bit more of the signal to the left</span></div>
<div class="line"><a name="l01073"></a><span class="lineno"> 1073</span>&#160;      first_peak_mz = (exp_it-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>() + set_iter-&gt;second)-&gt;getMZ() - 1;</div>
<div class="line"><a name="l01074"></a><span class="lineno"> 1074</span>&#160;</div>
<div class="line"><a name="l01075"></a><span class="lineno"> 1075</span>&#160;      <span class="comment">// find the last entry with this rt-value</span></div>
<div class="line"><a name="l01076"></a><span class="lineno"> 1076</span>&#160;      ++pair.first;</div>
<div class="line"><a name="l01077"></a><span class="lineno"> 1077</span>&#160;      IsotopeCluster::IndexSet::const_iterator set_iter2 = lower_bound(iso_map_iter-&gt;second.peaks.begin(),</div>
<div class="line"><a name="l01078"></a><span class="lineno"> 1078</span>&#160;                                                                       iso_map_iter-&gt;second.peaks.end(),</div>
<div class="line"><a name="l01079"></a><span class="lineno"> 1079</span>&#160;                                                                       pair, <a class="code" href="structOpenMS_1_1PairComparatorFirstElement.html">PairComparatorFirstElement&lt;IsotopeCluster::IndexPair&gt;</a>());</div>
<div class="line"><a name="l01080"></a><span class="lineno"> 1080</span>&#160;</div>
<div class="line"><a name="l01081"></a><span class="lineno"> 1081</span>&#160;      <span class="keywordflow">if</span> (i == iso_map_iter-&gt;second.scans.size() - 1)</div>
<div class="line"><a name="l01082"></a><span class="lineno"> 1082</span>&#160;      {</div>
<div class="line"><a name="l01083"></a><span class="lineno"> 1083</span>&#160;        set_iter2 = iso_map_iter-&gt;second.peaks.end();</div>
<div class="line"><a name="l01084"></a><span class="lineno"> 1084</span>&#160;        --set_iter2;</div>
<div class="line"><a name="l01085"></a><span class="lineno"> 1085</span>&#160;      }</div>
<div class="line"><a name="l01086"></a><span class="lineno"> 1086</span>&#160;      <span class="keywordflow">else</span> <span class="keywordflow">if</span> (set_iter2 != iso_map_iter-&gt;second.peaks.begin())</div>
<div class="line"><a name="l01087"></a><span class="lineno"> 1087</span>&#160;        --set_iter2;</div>
<div class="line"><a name="l01088"></a><span class="lineno"> 1088</span>&#160;</div>
<div class="line"><a name="l01089"></a><span class="lineno"> 1089</span>&#160;      last_peak_mz = (exp_it-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>() + set_iter2-&gt;second)-&gt;getMZ() + 1;</div>
<div class="line"><a name="l01090"></a><span class="lineno"> 1090</span>&#160;</div>
<div class="line"><a name="l01091"></a><span class="lineno"> 1091</span>&#160;      <span class="comment">//std::cout &lt;&lt; rt&lt;&lt;&quot;: first peak mz &quot;&lt;&lt;first_peak_mz &lt;&lt; &quot;\tlast peak mz &quot;&lt;&lt;last_peak_mz &lt;&lt;std::endl;</span></div>
<div class="line"><a name="l01092"></a><span class="lineno"> 1092</span>&#160;      peak.setPosition(first_peak_mz);</div>
<div class="line"><a name="l01093"></a><span class="lineno"> 1093</span>&#160;      <span class="keyword">typename</span> <a class="code" href="classOpenMS_1_1MSExperiment.html">MSExperiment&lt;InputPeakType&gt;::SpectrumType::const_iterator</a> raw_data_iter</div>
<div class="line"><a name="l01094"></a><span class="lineno"> 1094</span>&#160;        = lower_bound(iter-&gt;begin(), iter-&gt;end(), peak, <span class="keyword">typename</span> InputPeakType::PositionLess());</div>
<div class="line"><a name="l01095"></a><span class="lineno"> 1095</span>&#160;      <span class="keywordflow">if</span> (raw_data_iter != iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>())</div>
<div class="line"><a name="l01096"></a><span class="lineno"> 1096</span>&#160;      {</div>
<div class="line"><a name="l01097"></a><span class="lineno"> 1097</span>&#160;        --raw_data_iter;</div>
<div class="line"><a name="l01098"></a><span class="lineno"> 1098</span>&#160;      }</div>
<div class="line"><a name="l01099"></a><span class="lineno"> 1099</span>&#160;      <a class="code" href="classdouble.html">DoubleReal</a> intensity = raw_data_iter-&gt;getIntensity();</div>
<div class="line"><a name="l01100"></a><span class="lineno"> 1100</span>&#160;      <span class="comment">// while the intensity is falling go to the left</span></div>
<div class="line"><a name="l01101"></a><span class="lineno"> 1101</span>&#160;      <span class="keywordflow">while</span> (raw_data_iter != iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>() &amp;&amp; (raw_data_iter - 1)-&gt;getIntensity() &lt; intensity &amp;&amp;</div>
<div class="line"><a name="l01102"></a><span class="lineno"> 1102</span>&#160;             (raw_data_iter - 1)-&gt;getIntensity() &gt; noise_level)</div>
<div class="line"><a name="l01103"></a><span class="lineno"> 1103</span>&#160;      {</div>
<div class="line"><a name="l01104"></a><span class="lineno"> 1104</span>&#160;        --raw_data_iter;</div>
<div class="line"><a name="l01105"></a><span class="lineno"> 1105</span>&#160;        intensity = raw_data_iter-&gt;getIntensity();</div>
<div class="line"><a name="l01106"></a><span class="lineno"> 1106</span>&#160;      }</div>
<div class="line"><a name="l01107"></a><span class="lineno"> 1107</span>&#160;      ++raw_data_iter;</div>
<div class="line"><a name="l01108"></a><span class="lineno"> 1108</span>&#160;      <a class="code" href="structOpenMS_1_1IsotopeCluster.html#a0cab124671a3ada269f0553e1c8934da">IsotopeCluster::IndexPair</a> left, right;</div>
<div class="line"><a name="l01109"></a><span class="lineno"> 1109</span>&#160;      left.first = distance(first, iter);</div>
<div class="line"><a name="l01110"></a><span class="lineno"> 1110</span>&#160;      left.second = raw_data_iter - iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>();</div>
<div class="line"><a name="l01111"></a><span class="lineno"> 1111</span>&#160;<span class="preprocessor">#ifdef DEBUG2D</span></div>
<div class="line"><a name="l01112"></a><span class="lineno"> 1112</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;left: &quot;</span> &lt;&lt; iter-&gt;getRT() &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; raw_data_iter-&gt;getMZ() &lt;&lt; std::endl;</div>
<div class="line"><a name="l01113"></a><span class="lineno"> 1113</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01114"></a><span class="lineno"> 1114</span>&#160;<span class="preprocessor"></span>      <span class="comment">// consider a bit more of the signal to the right</span></div>
<div class="line"><a name="l01115"></a><span class="lineno"> 1115</span>&#160;      peak.setPosition(last_peak_mz + 1);</div>
<div class="line"><a name="l01116"></a><span class="lineno"> 1116</span>&#160;      raw_data_iter</div>
<div class="line"><a name="l01117"></a><span class="lineno"> 1117</span>&#160;        = upper_bound(iter-&gt;begin(), iter-&gt;end(), peak, <span class="keyword">typename</span> InputPeakType::PositionLess());</div>
<div class="line"><a name="l01118"></a><span class="lineno"> 1118</span>&#160;      <span class="keywordflow">if</span> (raw_data_iter == iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#ab45dae688fc5d8983727abffa4389003">end</a>())</div>
<div class="line"><a name="l01119"></a><span class="lineno"> 1119</span>&#160;        --raw_data_iter;</div>
<div class="line"><a name="l01120"></a><span class="lineno"> 1120</span>&#160;      intensity = raw_data_iter-&gt;getIntensity();</div>
<div class="line"><a name="l01121"></a><span class="lineno"> 1121</span>&#160;      <span class="comment">// while the intensity is falling go to the right</span></div>
<div class="line"><a name="l01122"></a><span class="lineno"> 1122</span>&#160;      <span class="keywordflow">while</span> (raw_data_iter + 1 != iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#ab45dae688fc5d8983727abffa4389003">end</a>() &amp;&amp; (raw_data_iter + 1)-&gt;getIntensity() &lt; intensity)</div>
<div class="line"><a name="l01123"></a><span class="lineno"> 1123</span>&#160;      {</div>
<div class="line"><a name="l01124"></a><span class="lineno"> 1124</span>&#160;        ++raw_data_iter;</div>
<div class="line"><a name="l01125"></a><span class="lineno"> 1125</span>&#160;        intensity = raw_data_iter-&gt;getIntensity();</div>
<div class="line"><a name="l01126"></a><span class="lineno"> 1126</span>&#160;        <span class="keywordflow">if</span> ((raw_data_iter + 1 != iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#ab45dae688fc5d8983727abffa4389003">end</a>()) &amp;&amp; (raw_data_iter + 1)-&gt;getIntensity() &gt; noise_level)</div>
<div class="line"><a name="l01127"></a><span class="lineno"> 1127</span>&#160;          <span class="keywordflow">break</span>;</div>
<div class="line"><a name="l01128"></a><span class="lineno"> 1128</span>&#160;      }</div>
<div class="line"><a name="l01129"></a><span class="lineno"> 1129</span>&#160;      right.first = left.first;</div>
<div class="line"><a name="l01130"></a><span class="lineno"> 1130</span>&#160;      right.second = raw_data_iter - iter-&gt;<a class="code" href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">begin</a>();</div>
<div class="line"><a name="l01131"></a><span class="lineno"> 1131</span>&#160;<span class="preprocessor">#ifdef DEBUG2D</span></div>
<div class="line"><a name="l01132"></a><span class="lineno"> 1132</span>&#160;<span class="preprocessor"></span>      std::cout &lt;&lt; <span class="stringliteral">&quot;right: &quot;</span> &lt;&lt; iter-&gt;getRT() &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; raw_data_iter-&gt;getMZ() &lt;&lt; std::endl;</div>
<div class="line"><a name="l01133"></a><span class="lineno"> 1133</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01134"></a><span class="lineno"> 1134</span>&#160;<span class="preprocessor"></span>      <span class="comment">// region endpoints are stored in global vector</span></div>
<div class="line"><a name="l01135"></a><span class="lineno"> 1135</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>.push_back(left);</div>
<div class="line"><a name="l01136"></a><span class="lineno"> 1136</span>&#160;      d.<a class="code" href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">signal2D</a>.push_back(right);</div>
<div class="line"><a name="l01137"></a><span class="lineno"> 1137</span>&#160;    }</div>
<div class="line"><a name="l01138"></a><span class="lineno"> 1138</span>&#160;<span class="preprocessor">#ifdef DEBUG2D</span></div>
<div class="line"><a name="l01139"></a><span class="lineno"> 1139</span>&#160;<span class="preprocessor"></span>    <span class="comment">//std::cout &lt;&lt; &quot;fertig&quot;&lt;&lt; std::endl;</span></div>
<div class="line"><a name="l01140"></a><span class="lineno"> 1140</span>&#160;    std::cout &lt;&lt; first_peak_mz &lt;&lt; <span class="stringliteral">&quot;\t&quot;</span> &lt;&lt; last_peak_mz &lt;&lt; std::endl;</div>
<div class="line"><a name="l01141"></a><span class="lineno"> 1141</span>&#160;<span class="preprocessor">#endif</span></div>
<div class="line"><a name="l01142"></a><span class="lineno"> 1142</span>&#160;<span class="preprocessor"></span>  }</div>
<div class="line"><a name="l01143"></a><span class="lineno"> 1143</span>&#160;</div>
<div class="line"><a name="l01144"></a><span class="lineno"> 1144</span>&#160;}</div>
<div class="line"><a name="l01145"></a><span class="lineno"> 1145</span>&#160;</div>
<div class="line"><a name="l01146"></a><span class="lineno"> 1146</span>&#160;<span class="preprocessor">#endif //OPENMS_TRANSFORMATIONS_RAW2PEAK_TWODOPTIMIZATION_H</span></div>
<div class="ttc" id="structOpenMS_1_1OptimizePick_1_1Data_html_a649cc300c964845ccc272fd2229b6ed4"><div class="ttname"><a href="structOpenMS_1_1OptimizePick_1_1Data.html#a649cc300c964845ccc272fd2229b6ed4">OpenMS::OptimizePick::Data::positions</a></div><div class="ttdeci">std::vector&lt; double &gt; positions</div><div class="ttdoc">Positions and intensity values of the raw data. </div><div class="ttdef"><b>Definition:</b> OptimizePick.h:123</div></div>
<div class="ttc" id="namespaceOpenMS_1_1Constants_html_a93a8dc068053ec44ee7e45864ef969f7"><div class="ttname"><a href="namespaceOpenMS_1_1Constants.html#a93a8dc068053ec44ee7e45864ef969f7">OpenMS::Constants::k</a></div><div class="ttdeci">const double k</div></div>
<div class="ttc" id="classunsigned_01int_html"><div class="ttname"><a href="classunsigned_01int.html">unsigned int</a></div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html">OpenMS::PeakShape</a></div><div class="ttdoc">Internal representation of a peak shape (used by the PeakPickerCWT) </div><div class="ttdef"><b>Definition:</b> PeakShape.h:51</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a6d2b21b20b10f65e5a6052e8c8aa84e7"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a6d2b21b20b10f65e5a6052e8c8aa84e7">OpenMS::TwoDOptimization::getRegionEndpoints_</a></div><div class="ttdeci">void getRegionEndpoints_(MSExperiment&lt; OutputPeakType &gt; &amp;exp, InputSpectrumIterator &amp;first, InputSpectrumIterator &amp;last, Size iso_map_idx, DoubleReal noise_level, TwoDOptimization::Data &amp;d)</div><div class="ttdoc">Get the indices of the first and last raw data point of this region. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:1021</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizePick_1_1Data_html"><div class="ttname"><a href="structOpenMS_1_1OptimizePick_1_1Data.html">OpenMS::OptimizePick::Data</a></div><div class="ttdef"><b>Definition:</b> OptimizePick.h:120</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a50d07207174c609658e117b2aa89cb10"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a50d07207174c609658e117b2aa89cb10">OpenMS::TwoDOptimization::matching_peaks_</a></div><div class="ttdeci">std::map&lt; Int, std::vector&lt; PeakIndex &gt; &gt; matching_peaks_</div><div class="ttdoc">Indices of peaks in the adjacent scans matching peaks in the scan with no. ref_scan. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:212</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_a9d78a687cf2a391198bb3cbc08bc06cb"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#a9d78a687cf2a391198bb3cbc08bc06cb">OpenMS::MSExperiment::size</a></div><div class="ttdeci">Size size() const </div><div class="ttdef"><b>Definition:</b> MSExperiment.h:117</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_aef02420ae0f171972e40c069ec5931be"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#aef02420ae0f171972e40c069ec5931be">OpenMS::TwoDOptimization::setMZTolerance</a></div><div class="ttdeci">void setMZTolerance(DoubleReal tolerance_mz)</div><div class="ttdoc">Mutable access to the matching epsilon. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:107</div></div>
<div class="ttc" id="structOpenMS_1_1IsotopeCluster_html_a0cab124671a3ada269f0553e1c8934da"><div class="ttname"><a href="structOpenMS_1_1IsotopeCluster.html#a0cab124671a3ada269f0553e1c8934da">OpenMS::IsotopeCluster::IndexPair</a></div><div class="ttdeci">std::pair&lt; Size, Size &gt; IndexPair</div><div class="ttdoc">An index e.g. in an MSExperiment. </div><div class="ttdef"><b>Definition:</b> IsotopeCluster.h:48</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_a3049e1d8765313f967f17885188d767c"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#a3049e1d8765313f967f17885188d767c">OpenMS::MSExperiment::Iterator</a></div><div class="ttdeci">std::vector&lt; SpectrumType &gt;::iterator Iterator</div><div class="ttdoc">Mutable iterator. </div><div class="ttdef"><b>Definition:</b> MSExperiment.h:101</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_aacb90f036a8fff25704290ac0c34364c"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#aacb90f036a8fff25704290ac0c34364c">OpenMS::TwoDOptimization::getPenalties</a></div><div class="ttdeci">const OptimizationFunctions::PenaltyFactorsIntensity &amp; getPenalties() const </div><div class="ttdoc">Non-mutable access to the minimal number of adjacent scans. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:150</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_aafe5d0ee09d7e6ee8a5f12b9f5f40a19"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#aafe5d0ee09d7e6ee8a5f12b9f5f40a19">OpenMS::TwoDOptimization::getMZTolerance</a></div><div class="ttdeci">DoubleReal getMZTolerance() const </div><div class="ttdoc">Non-mutable access to the matching epsilon. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:105</div></div>
<div class="ttc" id="classOpenMS_1_1DefaultParamHandler_html_a28c73e623c63a4fe3bfceb1ae8274f39"><div class="ttname"><a href="classOpenMS_1_1DefaultParamHandler.html#a28c73e623c63a4fe3bfceb1ae8274f39">OpenMS::DefaultParamHandler::param_</a></div><div class="ttdeci">Param param_</div><div class="ttdoc">Container for current parameters. </div><div class="ttdef"><b>Definition:</b> DefaultParamHandler.h:148</div></div>
<div class="ttc" id="classOpenMS_1_1PeakShape_1_1PositionLess_html"><div class="ttname"><a href="classOpenMS_1_1PeakShape_1_1PositionLess.html">OpenMS::PeakShape::PositionLess</a></div><div class="ttdoc">Comparison of mz_positions. </div><div class="ttdef"><b>Definition:</b> PeakShape.h:154</div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html_a5343d7f469d61e6d3f4808a609094175"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html#a5343d7f469d61e6d3f4808a609094175">OpenMS::PeakShape::height</a></div><div class="ttdeci">DoubleReal height</div><div class="ttdoc">Maximum intensity of the peak shape. </div><div class="ttdef"><b>Definition:</b> PeakShape.h:131</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a0409337ea8ad2ae8fde8f6cba1e889a2"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a0409337ea8ad2ae8fde8f6cba1e889a2">OpenMS::TwoDOptimization::eps_rel_</a></div><div class="ttdeci">DoubleReal eps_rel_</div><div class="ttdoc">Convergence Parameter: Maximal relative error. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:219</div></div>
<div class="ttc" id="structOpenMS_1_1MSSpectrum_1_1RTLess_html"><div class="ttname"><a href="structOpenMS_1_1MSSpectrum_1_1RTLess.html">OpenMS::MSSpectrum::RTLess</a></div><div class="ttdoc">Comparator for the retention time. </div><div class="ttdef"><b>Definition:</b> MSSpectrum.h:94</div></div>
<div class="ttc" id="group__Concept_html_gaba0996d26f7be2572973245b51852757"><div class="ttname"><a href="group__Concept.html#gaba0996d26f7be2572973245b51852757">OpenMS::UInt</a></div><div class="ttdeci">unsigned int UInt</div><div class="ttdoc">Unsigned integer type. </div><div class="ttdef"><b>Definition:</b> Types.h:92</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_aa82b642dc0b200f292a5f44e6458bf16"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#aa82b642dc0b200f292a5f44e6458bf16">OpenMS::TwoDOptimization::residual2D_</a></div><div class="ttdeci">static Int residual2D_(const gsl_vector *x, void *params, gsl_vector *f)</div><div class="ttdoc">Function computing estimated signal and its deviation to the experimental signal*/. </div></div>
<div class="ttc" id="namespaceOpenMS_html_a013338b7bdbb5c3b4c78666656070e23"><div class="ttname"><a href="namespaceOpenMS.html#a013338b7bdbb5c3b4c78666656070e23">OpenMS::PeakType</a></div><div class="ttdeci">Peak2D PeakType</div><div class="ttdef"><b>Definition:</b> MassTrace.h:49</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html">OpenMS::TwoDOptimization::Data</a></div><div class="ttdoc">Helper struct (contains the size of an area and a raw data container) </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:185</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a74f373ec1e1e803064c86d9b0f18abdd"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a74f373ec1e1e803064c86d9b0f18abdd">OpenMS::TwoDOptimization::searchInScan_</a></div><div class="ttdeci">std::vector&lt; DoubleReal &gt;::iterator searchInScan_(std::vector&lt; DoubleReal &gt;::iterator scan_begin, std::vector&lt; DoubleReal &gt;::iterator scan_end, DoubleReal current_mz)</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_a2387033802383edbdc95f9bbb12a707e"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#a2387033802383edbdc95f9bbb12a707e">OpenMS::MSExperiment::begin</a></div><div class="ttdeci">Iterator begin()</div><div class="ttdef"><b>Definition:</b> MSExperiment.h:147</div></div>
<div class="ttc" id="classdouble_html"><div class="ttname"><a href="classdouble.html">double</a></div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_ae71d03ba24d6ab714f95b65a524b9ec4"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#ae71d03ba24d6ab714f95b65a524b9ec4">OpenMS::TwoDOptimization::~TwoDOptimization</a></div><div class="ttdeci">virtual ~TwoDOptimization()</div><div class="ttdoc">Destructor. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:98</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a0c0b2f69c6c06fae06bd27ff373b07f0"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a0c0b2f69c6c06fae06bd27ff373b07f0">OpenMS::TwoDOptimization::iso_map_</a></div><div class="ttdeci">std::multimap&lt; DoubleReal, IsotopeCluster &gt; iso_map_</div><div class="ttdoc">stores the retention time of each isotopic cluster </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:199</div></div>
<div class="ttc" id="classOpenMS_1_1MSSpectrum_html_a6d64276a665c3c0dca8fb4ade3c8b477"><div class="ttname"><a href="classOpenMS_1_1MSSpectrum.html#a6d64276a665c3c0dca8fb4ade3c8b477">OpenMS::MSSpectrum&lt; PeakType &gt;::Iterator</a></div><div class="ttdeci">ContainerType::iterator Iterator</div><div class="ttdoc">Mutable iterator. </div><div class="ttdef"><b>Definition:</b> MSSpectrum.h:123</div></div>
<div class="ttc" id="DefaultParamHandler_8h_html"><div class="ttname"><a href="DefaultParamHandler_8h.html">DefaultParamHandler.h</a></div></div>
<div class="ttc" id="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors_html_abb10592f0ea83f824c0a14f4afa95be4"><div class="ttname"><a href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#abb10592f0ea83f824c0a14f4afa95be4">OpenMS::OptimizationFunctions::PenaltyFactors::lWidth</a></div><div class="ttdeci">double lWidth</div><div class="ttdoc">Penalty factor for the peak shape&amp;#39;s left width parameter. </div><div class="ttdef"><b>Definition:</b> OptimizePick.h:91</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_acbc4c0b42c88614c321ed3a8e4075c08"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#acbc4c0b42c88614c321ed3a8e4075c08">OpenMS::TwoDOptimization::tolerance_mz_</a></div><div class="ttdeci">DoubleReal tolerance_mz_</div><div class="ttdoc">threshold for the difference in the peak position of two matching peaks </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:208</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a6ed5164a8b4af4b3de8e04912350acfb"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a6ed5164a8b4af4b3de8e04912350acfb">OpenMS::TwoDOptimization::setMaxRelError</a></div><div class="ttdeci">void setMaxRelError(DoubleReal eps_rel)</div><div class="ttdoc">Mutable access to the maximal relative error. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:134</div></div>
<div class="ttc" id="classOpenMS_1_1DataValue_html"><div class="ttname"><a href="classOpenMS_1_1DataValue.html">OpenMS::DataValue</a></div><div class="ttdoc">Class to hold strings, numeric values, lists of strings and lists of numeric values. </div><div class="ttdef"><b>Definition:</b> DataValue.h:57</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a17e2d6f48048565ca00dee8f87da38ba"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a17e2d6f48048565ca00dee8f87da38ba">OpenMS::TwoDOptimization::optimizeRegions_</a></div><div class="ttdeci">void optimizeRegions_(InputSpectrumIterator &amp;first, InputSpectrumIterator &amp;last, MSExperiment&lt; OutputPeakType &gt; &amp;ms_exp)</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:584</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_ad777935432d69859f870fd8cc1af7638"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#ad777935432d69859f870fd8cc1af7638">OpenMS::TwoDOptimization::Data::iso_map_iter</a></div><div class="ttdeci">std::multimap&lt; DoubleReal, IsotopeCluster &gt;::iterator iso_map_iter</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:188</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a4dbfc949c1c63f8a02dafd6a592d7955"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a4dbfc949c1c63f8a02dafd6a592d7955">OpenMS::TwoDOptimization::Data::penalties</a></div><div class="ttdeci">OptimizationFunctions::PenaltyFactorsIntensity penalties</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:193</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a1ba9944277216253f5225aa74581147e"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a1ba9944277216253f5225aa74581147e">OpenMS::TwoDOptimization::eps_abs_</a></div><div class="ttdeci">DoubleReal eps_abs_</div><div class="ttdoc">Convergence Parameter: Maximal absolute error. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:216</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_add19caffdc34d20e18e084922846ec3a"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#add19caffdc34d20e18e084922846ec3a">OpenMS::TwoDOptimization::getMaxPeakDistance</a></div><div class="ttdeci">DoubleReal getMaxPeakDistance() const </div><div class="ttdoc">Non-mutable access to the maximal peak distance in a cluster. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:114</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_ab45dae688fc5d8983727abffa4389003"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#ab45dae688fc5d8983727abffa4389003">OpenMS::MSExperiment::end</a></div><div class="ttdeci">Iterator end()</div><div class="ttdef"><b>Definition:</b> MSExperiment.h:157</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_ac061845432fbff0f67d3212a815ebac9"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#ac061845432fbff0f67d3212a815ebac9">OpenMS::TwoDOptimization::getMaxRelError</a></div><div class="ttdeci">DoubleReal getMaxRelError() const </div><div class="ttdoc">Non-mutable access to the maximal relative error. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:132</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_adb2f0f3e10754ca4dc7be677f15689a3"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#adb2f0f3e10754ca4dc7be677f15689a3">OpenMS::MSExperiment::RTBegin</a></div><div class="ttdeci">ConstIterator RTBegin(CoordinateType rt) const </div><div class="ttdoc">Fast search for spectrum range begin. </div><div class="ttdef"><b>Definition:</b> MSExperiment.h:349</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a850156405bdec2d3a4761d49310151e7"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a850156405bdec2d3a4761d49310151e7">OpenMS::TwoDOptimization::setMaxAbsError</a></div><div class="ttdeci">void setMaxAbsError(DoubleReal eps_abs)</div><div class="ttdoc">Mutable access to the maximal absolute error. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:125</div></div>
<div class="ttc" id="MSSpectrum_8h_html"><div class="ttname"><a href="MSSpectrum_8h.html">MSSpectrum.h</a></div></div>
<div class="ttc" id="PeakIndex_8h_html"><div class="ttname"><a href="PeakIndex_8h.html">PeakIndex.h</a></div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_a0bc3019d7d2ff6c73f261836bff0af3a"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#a0bc3019d7d2ff6c73f261836bff0af3a">OpenMS::MSExperiment::iterator</a></div><div class="ttdeci">Base::iterator iterator</div><div class="ttdef"><b>Definition:</b> MSExperiment.h:114</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a8e4d88640e61ef82005212a8583ba784"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a8e4d88640e61ef82005212a8583ba784">OpenMS::TwoDOptimization::findMatchingPeaks_</a></div><div class="ttdeci">void findMatchingPeaks_(std::multimap&lt; DoubleReal, IsotopeCluster &gt;::iterator &amp;it, MSExperiment&lt;&gt; &amp;ms_exp)</div><div class="ttdoc">Identify matching peak in a peak cluster. </div></div>
<div class="ttc" id="MSExperiment_8h_html"><div class="ttname"><a href="MSExperiment_8h.html">MSExperiment.h</a></div></div>
<div class="ttc" id="classOpenMS_1_1MSSpectrum_html"><div class="ttname"><a href="classOpenMS_1_1MSSpectrum.html">OpenMS::MSSpectrum&lt; PeakType &gt;</a></div></div>
<div class="ttc" id="PeakShape_8h_html"><div class="ttname"><a href="PeakShape_8h.html">PeakShape.h</a></div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_ab25862b6e7eaee9e6739c52ae57d0896"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#ab25862b6e7eaee9e6739c52ae57d0896">OpenMS::TwoDOptimization::jacobian2D_</a></div><div class="ttdeci">static Int jacobian2D_(const gsl_vector *x, void *params, gsl_matrix *J)</div><div class="ttdoc">Function computing the Jacobian */. </div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html_a1d1cfd8ffb84e947f82999c682b666a7"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html#a1d1cfd8ffb84e947f82999c682b666a7">OpenMS::PeakShape::Type</a></div><div class="ttdeci">Type</div><div class="ttdoc">Peak shape type (asymmetric lorentzian or asymmetric hyperbolic secans squared). </div><div class="ttdef"><b>Definition:</b> PeakShape.h:68</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a165bfd792d0e5b693e0cdd6a9782d27f"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a165bfd792d0e5b693e0cdd6a9782d27f">OpenMS::TwoDOptimization::setPenalties</a></div><div class="ttdeci">void setPenalties(OptimizationFunctions::PenaltyFactorsIntensity &amp;penalties)</div><div class="ttdoc">Mutable access to the minimal number of adjacent scans. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:152</div></div>
<div class="ttc" id="classOpenMS_1_1Exception_1_1IllegalArgument_html"><div class="ttname"><a href="classOpenMS_1_1Exception_1_1IllegalArgument.html">OpenMS::Exception::IllegalArgument</a></div><div class="ttdoc">A method or algorithm argument contains illegal values. </div><div class="ttdef"><b>Definition:</b> Exception.h:634</div></div>
<div class="ttc" id="structOpenMS_1_1IsotopeCluster_html_ad4c8689a4cd1334e0eccdadcb0cc5a54"><div class="ttname"><a href="structOpenMS_1_1IsotopeCluster.html#ad4c8689a4cd1334e0eccdadcb0cc5a54">OpenMS::IsotopeCluster::peaks</a></div><div class="ttdeci">ChargedIndexSet peaks</div><div class="ttdoc">peaks in this cluster </div><div class="ttdef"><b>Definition:</b> IsotopeCluster.h:72</div></div>
<div class="ttc" id="classOpenMS_1_1Param_html_abd0f5571675ec99e1aa647b39e2a8711"><div class="ttname"><a href="classOpenMS_1_1Param.html#abd0f5571675ec99e1aa647b39e2a8711">OpenMS::Param::getValue</a></div><div class="ttdeci">const DataValue &amp; getValue(const String &amp;key) const </div><div class="ttdoc">Returns a value of a parameter. </div></div>
<div class="ttc" id="classOpenMS_1_1OptimizePick_html_ae69ba4a78f94acc6d88ec067397bf490"><div class="ttname"><a href="classOpenMS_1_1OptimizePick.html#ae69ba4a78f94acc6d88ec067397bf490">OpenMS::OptimizePick::optimize</a></div><div class="ttdeci">void optimize(std::vector&lt; PeakShape &gt; &amp;peaks, Data &amp;data)</div><div class="ttdoc">Start the optimization of the peak shapes peaks. The original peak shapes will be subsituted by the o...</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a5ecbb7085dd05993affbe76a8eae8718"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a5ecbb7085dd05993affbe76a8eae8718">OpenMS::TwoDOptimization::real_2D_</a></div><div class="ttdeci">bool real_2D_</div><div class="ttdoc">Optimization considering all scans of a cluster or optimization of each scan separately. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:225</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a58b5225db8586aea7dd011a7447de6af"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a58b5225db8586aea7dd011a7447de6af">OpenMS::TwoDOptimization::max_peak_distance_</a></div><div class="ttdeci">DoubleReal max_peak_distance_</div><div class="ttdoc">upper bound for distance between two peaks belonging to the same region </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:205</div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html_a1d1cfd8ffb84e947f82999c682b666a7a6ba0b50b9f0f84a5ad13827c57240f76"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html#a1d1cfd8ffb84e947f82999c682b666a7a6ba0b50b9f0f84a5ad13827c57240f76">OpenMS::PeakShape::LORENTZ_PEAK</a></div><div class="ttdef"><b>Definition:</b> PeakShape.h:70</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a9d5caa74a619fd37c7352fce078259fd"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a9d5caa74a619fd37c7352fce078259fd">OpenMS::TwoDOptimization::Data::total_nr_peaks</a></div><div class="ttdeci">Size total_nr_peaks</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:189</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a34171d03bcd36d5482f4c90b6e7c0d45"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a34171d03bcd36d5482f4c90b6e7c0d45">OpenMS::TwoDOptimization::Data::signal</a></div><div class="ttdeci">std::vector&lt; DoubleReal &gt; signal</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:195</div></div>
<div class="ttc" id="IsotopeCluster_8h_html"><div class="ttname"><a href="IsotopeCluster_8h.html">IsotopeCluster.h</a></div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_afe966e2a453a2c21000f38f431bc6205"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#afe966e2a453a2c21000f38f431bc6205">OpenMS::TwoDOptimization::setMaxPeakDistance</a></div><div class="ttdeci">void setMaxPeakDistance(DoubleReal max_peak_distance)</div><div class="ttdoc">Mutable access to the maximal peak distance in a cluster. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:116</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a1491750eda19a5fae8d6aa0deafb60ce"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a1491750eda19a5fae8d6aa0deafb60ce">OpenMS::TwoDOptimization::penalties_</a></div><div class="ttdeci">OptimizationFunctions::PenaltyFactorsIntensity penalties_</div><div class="ttdoc">Penalty factors for some parameters in the optimization. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:229</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a0aa2a591a3184b849b2dceb401790f2c"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a0aa2a591a3184b849b2dceb401790f2c">OpenMS::TwoDOptimization::Data::signal2D</a></div><div class="ttdeci">std::vector&lt; std::pair&lt; SignedSize, SignedSize &gt; &gt; signal2D</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:187</div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html_aee68061fb00b7a84b354bac91e492039"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html#aee68061fb00b7a84b354bac91e492039">OpenMS::PeakShape::right_width</a></div><div class="ttdeci">DoubleReal right_width</div><div class="ttdoc">Right width parameter. </div><div class="ttdef"><b>Definition:</b> PeakShape.h:137</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a5e129442f31432fc1dbb5d3573754012"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a5e129442f31432fc1dbb5d3573754012">OpenMS::TwoDOptimization::Data::positions</a></div><div class="ttdeci">std::vector&lt; DoubleReal &gt; positions</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:194</div></div>
<div class="ttc" id="OptimizePeakDeconvolution_8h_html"><div class="ttname"><a href="OptimizePeakDeconvolution_8h.html">OptimizePeakDeconvolution.h</a></div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a16930394d61d06ff8227219211874592"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a16930394d61d06ff8227219211874592">OpenMS::TwoDOptimization::Data::raw_data_first</a></div><div class="ttdeci">MSExperiment&lt; Peak1D &gt;::ConstIterator raw_data_first</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:192</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors_html_a5e9dd75fc35bca3ebe4981821077aebe"><div class="ttname"><a href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a5e9dd75fc35bca3ebe4981821077aebe">OpenMS::OptimizationFunctions::PenaltyFactors::pos</a></div><div class="ttdeci">double pos</div><div class="ttdoc">Penalty factor for the peak shape&amp;#39;s position. </div><div class="ttdef"><b>Definition:</b> OptimizePick.h:89</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html">OpenMS::MSExperiment</a></div><div class="ttdoc">Representation of a mass spectrometry experiment. </div><div class="ttdef"><b>Definition:</b> MSExperiment.h:68</div></div>
<div class="ttc" id="OptimizePick_8h_html"><div class="ttname"><a href="OptimizePick_8h.html">OptimizePick.h</a></div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_af0c0642cd0366fd192034cf58036fb11"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#af0c0642cd0366fd192034cf58036fb11">OpenMS::TwoDOptimization::curr_region_</a></div><div class="ttdeci">std::multimap&lt; DoubleReal, IsotopeCluster &gt;::const_iterator curr_region_</div><div class="ttdoc">Pointer to the current region. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:202</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a2dcab4dd664c2b08f478ebde32edaa74"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a2dcab4dd664c2b08f478ebde32edaa74">OpenMS::TwoDOptimization::Data::picked_peaks</a></div><div class="ttdeci">MSExperiment picked_peaks</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:191</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors_html_a478a632c0b5a363e215061428eee1a1c"><div class="ttname"><a href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html#a478a632c0b5a363e215061428eee1a1c">OpenMS::OptimizationFunctions::PenaltyFactors::rWidth</a></div><div class="ttdeci">double rWidth</div><div class="ttdoc">Penalty factor for the peak shape&amp;#39;s right width parameter. </div><div class="ttdef"><b>Definition:</b> OptimizePick.h:93</div></div>
<div class="ttc" id="classOpenMS_1_1MSSpectrum_html_aac8c50f318154e9e5b7b01aee806e17f"><div class="ttname"><a href="classOpenMS_1_1MSSpectrum.html#aac8c50f318154e9e5b7b01aee806e17f">OpenMS::MSSpectrum::setRT</a></div><div class="ttdeci">void setRT(DoubleReal rt)</div><div class="ttdoc">Sets the absolute retention time (is seconds) </div><div class="ttdef"><b>Definition:</b> MSSpectrum.h:221</div></div>
<div class="ttc" id="structOpenMS_1_1IsotopeCluster_html_a47b3744693f84a7d94f7181676f36758"><div class="ttname"><a href="structOpenMS_1_1IsotopeCluster.html#a47b3744693f84a7d94f7181676f36758">OpenMS::IsotopeCluster::scans</a></div><div class="ttdeci">std::vector&lt; Size &gt; scans</div><div class="ttdoc">the scans of this cluster </div><div class="ttdef"><b>Definition:</b> IsotopeCluster.h:75</div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html_a6bd93679898a199380f450a9351fde28"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html#a6bd93679898a199380f450a9351fde28">OpenMS::PeakShape::left_width</a></div><div class="ttdeci">DoubleReal left_width</div><div class="ttdoc">Left width parameter. </div><div class="ttdef"><b>Definition:</b> PeakShape.h:135</div></div>
<div class="ttc" id="group__Concept_html_gaf9ecec2d692138fab9167164a457cbd4"><div class="ttname"><a href="group__Concept.html#gaf9ecec2d692138fab9167164a457cbd4">OpenMS::Size</a></div><div class="ttdeci">size_t Size</div><div class="ttdoc">Size type e.g. used as variable which can hold result of size() </div><div class="ttdef"><b>Definition:</b> Types.h:144</div></div>
<div class="ttc" id="classOpenMS_1_1MSExperiment_html_ac6e61de369e994009e36f344f99c15ad"><div class="ttname"><a href="classOpenMS_1_1MSExperiment.html#ac6e61de369e994009e36f344f99c15ad">OpenMS::MSExperiment::empty</a></div><div class="ttdeci">bool empty() const </div><div class="ttdef"><b>Definition:</b> MSExperiment.h:127</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_ae11715606af5b9d6d8426dd7f6c783af"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#ae11715606af5b9d6d8426dd7f6c783af">OpenMS::TwoDOptimization::setMaxIterations</a></div><div class="ttdeci">void setMaxIterations(UInt max_iteration)</div><div class="ttdoc">Mutable access to the maximal number of iterations. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:143</div></div>
<div class="ttc" id="structOpenMS_1_1IsotopeCluster_html"><div class="ttname"><a href="structOpenMS_1_1IsotopeCluster.html">OpenMS::IsotopeCluster</a></div><div class="ttdoc">Stores information about an isotopic cluster (i.e. potential peptide charge variants) ...</div><div class="ttdef"><b>Definition:</b> IsotopeCluster.h:45</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors_html"><div class="ttname"><a href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactors.html">OpenMS::OptimizationFunctions::PenaltyFactors</a></div><div class="ttdoc">Class for the penalty factors used during the optimization. </div><div class="ttdef"><b>Definition:</b> OptimizePick.h:71</div></div>
<div class="ttc" id="structOpenMS_1_1IsotopeCluster_1_1ChargedIndexSet_html_a8253a7962ca1c79b71e6af96589b7720"><div class="ttname"><a href="structOpenMS_1_1IsotopeCluster_1_1ChargedIndexSet.html#a8253a7962ca1c79b71e6af96589b7720">OpenMS::IsotopeCluster::ChargedIndexSet::charge</a></div><div class="ttdeci">Int charge</div><div class="ttdoc">charge estimate (convention: zero means &amp;quot;no charge estimate&amp;quot;) </div><div class="ttdef"><b>Definition:</b> IsotopeCluster.h:62</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a78c0d505b8706df48e8cf696e21035ee"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a78c0d505b8706df48e8cf696e21035ee">OpenMS::TwoDOptimization::max_iteration_</a></div><div class="ttdeci">UInt max_iteration_</div><div class="ttdoc">Convergence Parameter: Maximal number of iterations. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:222</div></div>
<div class="ttc" id="classOpenMS_1_1DefaultParamHandler_html"><div class="ttname"><a href="classOpenMS_1_1DefaultParamHandler.html">OpenMS::DefaultParamHandler</a></div><div class="ttdoc">A base class for all classes handling default parameters. </div><div class="ttdef"><b>Definition:</b> DefaultParamHandler.h:90</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizePick_1_1Data_html_afc5753d32dfc3c8659038a3e1ac68c86"><div class="ttname"><a href="structOpenMS_1_1OptimizePick_1_1Data.html#afc5753d32dfc3c8659038a3e1ac68c86">OpenMS::OptimizePick::Data::signal</a></div><div class="ttdeci">std::vector&lt; double &gt; signal</div><div class="ttdef"><b>Definition:</b> OptimizePick.h:124</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a4c366f74747bc1983e91ca37d58af808"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a4c366f74747bc1983e91ca37d58af808">OpenMS::TwoDOptimization::getMaxIterations</a></div><div class="ttdeci">UInt getMaxIterations() const </div><div class="ttdoc">Non-mutable access to the maximal number of iterations. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:141</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a8e66c4bb9601b0c87307512a044930b8"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a8e66c4bb9601b0c87307512a044930b8">OpenMS::TwoDOptimization::getMaxAbsError</a></div><div class="ttdeci">DoubleReal getMaxAbsError() const </div><div class="ttdoc">Non-mutable access to the maximal absolute error. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:123</div></div>
<div class="ttc" id="structOpenMS_1_1TwoDOptimization_1_1Data_html_a1e60993834d6cab4067738dfd729dad0"><div class="ttname"><a href="structOpenMS_1_1TwoDOptimization_1_1Data.html#a1e60993834d6cab4067738dfd729dad0">OpenMS::TwoDOptimization::Data::matching_peaks</a></div><div class="ttdeci">std::map&lt; Int, std::vector&lt; PeakIndex &gt; &gt; matching_peaks</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:190</div></div>
<div class="ttc" id="structOpenMS_1_1PairComparatorFirstElement_html"><div class="ttname"><a href="structOpenMS_1_1PairComparatorFirstElement.html">OpenMS::PairComparatorFirstElement</a></div><div class="ttdoc">Class for comparison of std::pair using first ONLY e.g. for use with std::sort. </div><div class="ttdef"><b>Definition:</b> ComparatorUtils.h:326</div></div>
<div class="ttc" id="classOpenMS_1_1MSSpectrum_html_a57213d8c30f9d5d0d6fb3fb472d21f05"><div class="ttname"><a href="classOpenMS_1_1MSSpectrum.html#a57213d8c30f9d5d0d6fb3fb472d21f05">OpenMS::MSSpectrum::getFloatDataArrays</a></div><div class="ttdeci">const FloatDataArrays &amp; getFloatDataArrays() const </div><div class="ttdoc">Returns a const reference to the float meta data arrays. </div><div class="ttdef"><b>Definition:</b> MSSpectrum.h:270</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_adca2617ab638fed2467b9d57b1fe2cfa"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#adca2617ab638fed2467b9d57b1fe2cfa">OpenMS::TwoDOptimization::optimizeRegionsScanwise_</a></div><div class="ttdeci">void optimizeRegionsScanwise_(InputSpectrumIterator &amp;first, InputSpectrumIterator &amp;last, MSExperiment&lt; OutputPeakType &gt; &amp;ms_exp)</div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:808</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity_html_a5343d7f469d61e6d3f4808a609094175"><div class="ttname"><a href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html#a5343d7f469d61e6d3f4808a609094175">OpenMS::OptimizationFunctions::PenaltyFactorsIntensity::height</a></div><div class="ttdeci">DoubleReal height</div><div class="ttdef"><b>Definition:</b> OptimizePeakDeconvolution.h:85</div></div>
<div class="ttc" id="group__Concept_html_ga7cc214a236ad3bb6ad435bdcf5262a3f"><div class="ttname"><a href="group__Concept.html#ga7cc214a236ad3bb6ad435bdcf5262a3f">OpenMS::Int</a></div><div class="ttdeci">int Int</div><div class="ttdoc">Signed integer type. </div><div class="ttdef"><b>Definition:</b> Types.h:100</div></div>
<div class="ttc" id="Exception_8h_html"><div class="ttname"><a href="Exception_8h.html">Exception.h</a></div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_a5678eb60386afb7f97145b361bd3947f"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#a5678eb60386afb7f97145b361bd3947f">OpenMS::TwoDOptimization::optimize</a></div><div class="ttdeci">void optimize(InputSpectrumIterator first, InputSpectrumIterator last, MSExperiment&lt; OutputPeakType &gt; &amp;ms_exp, bool real2D=true)</div><div class="ttdoc">Find two dimensional peak clusters and optimize their peak parameters. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:286</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html_af4c776b75fd26c91f570e5bb9ef0b4c4"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html#af4c776b75fd26c91f570e5bb9ef0b4c4">OpenMS::TwoDOptimization::evaluate2D_</a></div><div class="ttdeci">static Int evaluate2D_(const gsl_vector *x, void *params, gsl_vector *f, gsl_matrix *J)</div><div class="ttdoc">Function that calls residual2D and jacobian2D*/. </div></div>
<div class="ttc" id="classOpenMS_1_1OptimizePick_html"><div class="ttname"><a href="classOpenMS_1_1OptimizePick.html">OpenMS::OptimizePick</a></div><div class="ttdoc">This class provides the non-linear optimization of the peak parameters. </div><div class="ttdef"><b>Definition:</b> OptimizePick.h:116</div></div>
<div class="ttc" id="classOpenMS_1_1TwoDOptimization_html"><div class="ttname"><a href="classOpenMS_1_1TwoDOptimization.html">OpenMS::TwoDOptimization</a></div><div class="ttdoc">This class provides the two-dimensional optimization of the picked peak parameters. </div><div class="ttdef"><b>Definition:</b> TwoDOptimization.h:86</div></div>
<div class="ttc" id="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity_html"><div class="ttname"><a href="structOpenMS_1_1OptimizationFunctions_1_1PenaltyFactorsIntensity.html">OpenMS::OptimizationFunctions::PenaltyFactorsIntensity</a></div><div class="ttdoc">Class for the penalty factors used during the optimization. </div><div class="ttdef"><b>Definition:</b> OptimizePeakDeconvolution.h:66</div></div>
<div class="ttc" id="group__Concept_html_gace75bfb1aba684e874dffee13738bd15"><div class="ttname"><a href="group__Concept.html#gace75bfb1aba684e874dffee13738bd15">OpenMS::DoubleReal</a></div><div class="ttdeci">double DoubleReal</div><div class="ttdoc">Double-precision real type. </div><div class="ttdef"><b>Definition:</b> Types.h:118</div></div>
<div class="ttc" id="structOpenMS_1_1PeakShape_html_a0b633e3762805bc447c451f262a8f405"><div class="ttname"><a href="structOpenMS_1_1PeakShape.html#a0b633e3762805bc447c451f262a8f405">OpenMS::PeakShape::mz_position</a></div><div class="ttdeci">DoubleReal mz_position</div><div class="ttdoc">Centroid position. </div><div class="ttdef"><b>Definition:</b> PeakShape.h:133</div></div>
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