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<h1>Replication.cpp</h1>This example uses the CompositeInstrument class to perform static replication of a down-and-out barrier option.<p>
<div class="fragment"><pre class="fragment"><span class="comment">/* -*- mode: c++; tab-width: 4; indent-tabs-mode: nil; c-basic-offset: 4 -*- */</span>

<span class="comment">/*  This example showcases the CompositeInstrument class. Such class</span>
<span class="comment">    is used to build a static replication of a down-and-out barrier</span>
<span class="comment">    option, as outlined in Section 10.2 of Mark Joshi's "The Concepts</span>
<span class="comment">    and Practice of Mathematical Finance" to which we refer the</span>
<span class="comment">    reader.</span>
<span class="comment">*/</span>

<span class="comment">// the only header you need to use QuantLib</span>
<span class="preprocessor">#include &lt;ql/quantlib.hpp&gt;</span>

<span class="preprocessor">#ifdef BOOST_MSVC</span>
<span class="preprocessor"></span><span class="comment">/* Uncomment the following lines to unmask floating-point</span>
<span class="comment">   exceptions. Warning: unpredictable results can arise...</span>
<span class="comment"></span>
<span class="comment">   See http://www.wilmott.com/messageview.cfm?catid=10&amp;threadid=9481</span>
<span class="comment">   Is there anyone with a definitive word about this?</span>
<span class="comment">*/</span>
<span class="comment">// #include &lt;float.h&gt;</span>
<span class="comment">// namespace { unsigned int u = _controlfp(_EM_INEXACT, _MCW_EM); }</span>
<span class="preprocessor">#endif</span>
<span class="preprocessor"></span>
<span class="preprocessor">#include &lt;boost/timer.hpp&gt;</span>
<span class="preprocessor">#include &lt;iostream&gt;</span>
<span class="preprocessor">#include &lt;iomanip&gt;</span>

<span class="keyword">using namespace </span>QuantLib;

<span class="preprocessor">#if defined(QL_ENABLE_SESSIONS)</span>
<span class="preprocessor"></span><span class="keyword">namespace </span>QuantLib {

    <a name="a0"></a><a class="code" href="group__types.html#gb9c87440c314438e51a899a03d2442d0" title="integer number">Integer</a> sessionId() { <span class="keywordflow">return</span> 0; }

}
<span class="preprocessor">#endif</span>
<span class="preprocessor"></span>
<span class="keywordtype">int</span> main(<span class="keywordtype">int</span>, <span class="keywordtype">char</span>* []) {

    <span class="keywordflow">try</span> {

        boost::timer timer;
        std::cout &lt;&lt; std::endl;

        <a name="_a1"></a><a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> today(29, May, 2006);
        Settings::instance().evaluationDate() = today;

        <span class="comment">// the option to replicate</span>
        Barrier::Type barrierType = Barrier::DownOut;
        <a name="a2"></a><a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> barrier = 70.0;
        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> rebate = 0.0;
        Option::Type type = Option::Put;
        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> underlyingValue = 100.0;
        boost::shared_ptr&lt;SimpleQuote&gt; underlying(
                                            <span class="keyword">new</span> <a name="_a3"></a><a class="code" href="class_quant_lib_1_1_simple_quote.html" title="market element returning a stored value">SimpleQuote</a>(underlyingValue));
        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> strike = 100.0;
        boost::shared_ptr&lt;SimpleQuote&gt; riskFreeRate(<span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_simple_quote.html" title="market element returning a stored value">SimpleQuote</a>(0.04));
        boost::shared_ptr&lt;SimpleQuote&gt; <a name="a4"></a><a class="code" href="group__manips.html#gc402ef7c87f63f7c603ee87210b5750c" title="output volatilities as percentages">volatility</a>(<span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_simple_quote.html" title="market element returning a stored value">SimpleQuote</a>(0.20));
        <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> maturity = today + 1*Years;

        std::cout &lt;&lt; std::endl ;

        <span class="comment">// write column headings</span>
        <a name="a5"></a><a class="code" href="group__types.html#gf38bdb4c54463b1f456655efa95b5c77" title="size of a container">Size</a> widths[] = { 45, 15, 15 };
        <a class="code" href="group__types.html#gf38bdb4c54463b1f456655efa95b5c77" title="size of a container">Size</a> totalWidth = widths[0]+widths[1]+widths[2];
        std::string rule(totalWidth, <span class="charliteral">'-'</span>), dblrule(totalWidth, <span class="charliteral">'='</span>);

        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout &lt;&lt; <span class="stringliteral">"Initial market conditions"</span> &lt;&lt; std::endl;
        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"Option"</span>
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"NPV"</span>
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"Error"</span>
                  &lt;&lt; std::endl;
        std::cout &lt;&lt; rule &lt;&lt; std::endl;

        <span class="comment">// bootstrap the yield/vol curves</span>
        <a name="_a6"></a><a class="code" href="class_quant_lib_1_1_day_counter.html" title="day counter class">DayCounter</a> dayCounter = <a name="_a7"></a><a class="code" href="class_quant_lib_1_1_actual365_fixed.html" title="Actual/365 (Fixed) day count convention.">Actual365Fixed</a>();
        <a name="_a8"></a><a class="code" href="class_quant_lib_1_1_handle.html" title="Shared handle to an observable.">Handle&lt;Quote&gt;</a> h1(riskFreeRate);
        <a class="code" href="class_quant_lib_1_1_handle.html" title="Shared handle to an observable.">Handle&lt;Quote&gt;</a> h2(<a class="code" href="group__manips.html#gc402ef7c87f63f7c603ee87210b5750c" title="output volatilities as percentages">volatility</a>);
        <a class="code" href="class_quant_lib_1_1_handle.html" title="Shared handle to an observable.">Handle&lt;YieldTermStructure&gt;</a> flatRate(
            boost::shared_ptr&lt;YieldTermStructure&gt;(
                                  <span class="keyword">new</span> <a name="_a9"></a><a class="code" href="class_quant_lib_1_1_flat_forward.html" title="Flat interest-rate curve.">FlatForward</a>(0, <a name="_a10"></a><a class="code" href="class_quant_lib_1_1_null_calendar.html" title="Calendar for reproducing theoretical calculations.">NullCalendar</a>(),
                                                  h1, dayCounter)));
        <a class="code" href="class_quant_lib_1_1_handle.html" title="Shared handle to an observable.">Handle&lt;BlackVolTermStructure&gt;</a> flatVol(
            boost::shared_ptr&lt;BlackVolTermStructure&gt;(
                               <span class="keyword">new</span> <a name="_a11"></a><a class="code" href="class_quant_lib_1_1_black_constant_vol.html" title="Constant Black volatility, no time-strike dependence.">BlackConstantVol</a>(0, <a class="code" href="class_quant_lib_1_1_null_calendar.html" title="Calendar for reproducing theoretical calculations.">NullCalendar</a>(),
                                                    h2, dayCounter)));

        <span class="comment">// instantiate the option</span>
        boost::shared_ptr&lt;Exercise&gt; exercise(
                                         <span class="keyword">new</span> <a name="_a12"></a><a class="code" href="class_quant_lib_1_1_european_exercise.html" title="European exercise.">EuropeanExercise</a>(maturity));
        boost::shared_ptr&lt;StrikedTypePayoff&gt; payoff(
                                        <span class="keyword">new</span> <a name="_a13"></a><a class="code" href="class_quant_lib_1_1_plain_vanilla_payoff.html" title="Plain-vanilla payoff.">PlainVanillaPayoff</a>(type, strike));

        boost::shared_ptr&lt;BlackScholesProcess&gt; bsProcess(
                            <span class="keyword">new</span> <a name="_a14"></a><a class="code" href="class_quant_lib_1_1_black_scholes_process.html" title="Black-Scholes (1973) stochastic process.">BlackScholesProcess</a>(<a class="code" href="class_quant_lib_1_1_handle.html" title="Shared handle to an observable.">Handle&lt;Quote&gt;</a>(underlying),
                                                    flatRate, flatVol));

        boost::shared_ptr&lt;PricingEngine&gt; barrierEngine(
                                        <span class="keyword">new</span> <a name="_a15"></a><a class="code" href="class_quant_lib_1_1_analytic_barrier_engine.html" title="Pricing engine for barrier options using analytical formulae.">AnalyticBarrierEngine</a>(bsProcess));
        boost::shared_ptr&lt;PricingEngine&gt; europeanEngine(
                                       <span class="keyword">new</span> <a name="_a16"></a><a class="code" href="class_quant_lib_1_1_analytic_european_engine.html" title="Pricing engine for European vanilla options using analytical formulae.">AnalyticEuropeanEngine</a>(bsProcess));

        <a name="_a17"></a><a class="code" href="class_quant_lib_1_1_barrier_option.html" title="Barrier option on a single asset.">BarrierOption</a> referenceOption(barrierType, barrier, rebate,
                                      payoff, exercise);
        referenceOption.setPricingEngine(barrierEngine);

        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> referenceValue = referenceOption.NPV();

        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Original barrier option"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; referenceValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"N/A"</span>
                  &lt;&lt; std::endl;

        <span class="comment">// Replicating portfolios</span>
        <a name="_a18"></a><a class="code" href="class_quant_lib_1_1_composite_instrument.html" title="Composite instrument">CompositeInstrument</a> portfolio1, portfolio2, portfolio3;

        <span class="comment">// Final payoff first (the same for all portfolios):</span>
        <span class="comment">// as shown in Joshi, a put struck at K...</span>
        boost::shared_ptr&lt;Instrument&gt; put1(
                                        <span class="keyword">new</span> <a name="_a19"></a><a class="code" href="class_quant_lib_1_1_european_option.html" title="European option on a single asset.">EuropeanOption</a>(payoff, exercise));
        put1-&gt;setPricingEngine(europeanEngine);
        portfolio1.<a name="a20"></a><a class="code" href="class_quant_lib_1_1_composite_instrument.html#6c2e5140cb8d3d49eb526feba0d0fda0" title="adds an instrument to the composite">add</a>(put1);
        portfolio2.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#6c2e5140cb8d3d49eb526feba0d0fda0" title="adds an instrument to the composite">add</a>(put1);
        portfolio3.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#6c2e5140cb8d3d49eb526feba0d0fda0" title="adds an instrument to the composite">add</a>(put1);
        <span class="comment">// ...minus a digital put struck at B of notional K-B...</span>
        boost::shared_ptr&lt;StrikedTypePayoff&gt; digitalPayoff(
                          <span class="keyword">new</span> <a name="_a21"></a><a class="code" href="class_quant_lib_1_1_cash_or_nothing_payoff.html" title="Binary cash-or-nothing payoff.">CashOrNothingPayoff</a>(Option::Put, barrier, 1.0));
        boost::shared_ptr&lt;Instrument&gt; digitalPut(
                                 <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_option.html" title="European option on a single asset.">EuropeanOption</a>(digitalPayoff, exercise));
        digitalPut-&gt;setPricingEngine(europeanEngine);
        portfolio1.<a name="a22"></a><a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(digitalPut, strike-barrier);
        portfolio2.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(digitalPut, strike-barrier);
        portfolio3.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(digitalPut, strike-barrier);
        <span class="comment">// ...minus a put option struck at B.</span>
        boost::shared_ptr&lt;StrikedTypePayoff&gt; lowerPayoff(
                                <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_plain_vanilla_payoff.html" title="Plain-vanilla payoff.">PlainVanillaPayoff</a>(Option::Put, barrier));
        boost::shared_ptr&lt;Instrument&gt; put2(
                                   <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_option.html" title="European option on a single asset.">EuropeanOption</a>(lowerPayoff, exercise));
        put2-&gt;setPricingEngine(europeanEngine);
        portfolio1.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(put2);
        portfolio2.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(put2);
        portfolio3.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(put2);

        <span class="comment">// Now we use puts struck at B to kill the value of the</span>
        <span class="comment">// portfolio on a number of points (B,t).  For the first</span>
        <span class="comment">// portfolio, we'll use 12 dates at one-month's distance.</span>
        <a class="code" href="group__types.html#gb9c87440c314438e51a899a03d2442d0" title="integer number">Integer</a> i;
        <span class="keywordflow">for</span> (i=12; i&gt;=1; i--) {
            <span class="comment">// First, we instantiate the option...</span>
            <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> innerMaturity = today + i*Months;
            boost::shared_ptr&lt;Exercise&gt; innerExercise(
                                         <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_exercise.html" title="European exercise.">EuropeanExercise</a>(innerMaturity));
            boost::shared_ptr&lt;StrikedTypePayoff&gt; innerPayoff(
                                <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_plain_vanilla_payoff.html" title="Plain-vanilla payoff.">PlainVanillaPayoff</a>(Option::Put, barrier));
            boost::shared_ptr&lt;Instrument&gt; putn(
                              <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_option.html" title="European option on a single asset.">EuropeanOption</a>(innerPayoff, innerExercise));
            putn-&gt;setPricingEngine(europeanEngine);
            <span class="comment">// ...second, we evaluate the current portfolio and the</span>
            <span class="comment">// latest put at (B,t)...</span>
            <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> killDate = today + (i-1)*Months;
            Settings::instance().evaluationDate() = killDate;
            underlying-&gt;setValue(barrier);
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> portfolioValue = portfolio1.<a name="a23"></a><a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> putValue = putn-&gt;NPV();
            <span class="comment">// ...finally, we estimate the notional that kills the</span>
            <span class="comment">// portfolio value at that point...</span>
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> notional = portfolioValue/putValue;
            <span class="comment">// ...and we subtract from the portfolio a put with such</span>
            <span class="comment">// notional.</span>
            portfolio1.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(putn, notional);
        }
        <span class="comment">// The portfolio being complete, we return to today's market...</span>
        Settings::instance().evaluationDate() = today;
        underlying-&gt;setValue(underlyingValue);
        <span class="comment">// ...and output the value.</span>
        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> portfolioValue = portfolio1.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (12 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;

        <span class="comment">// For the second portfolio, we'll use 26 dates at two-weeks'</span>
        <span class="comment">// distance.</span>
        <span class="keywordflow">for</span> (i=52; i&gt;=2; i-=2) {
            <span class="comment">// Same as above.</span>
            <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> innerMaturity = today + i*Weeks;
            boost::shared_ptr&lt;Exercise&gt; innerExercise(
                                         <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_exercise.html" title="European exercise.">EuropeanExercise</a>(innerMaturity));
            boost::shared_ptr&lt;StrikedTypePayoff&gt; innerPayoff(
                                <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_plain_vanilla_payoff.html" title="Plain-vanilla payoff.">PlainVanillaPayoff</a>(Option::Put, barrier));
            boost::shared_ptr&lt;Instrument&gt; putn(
                              <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_option.html" title="European option on a single asset.">EuropeanOption</a>(innerPayoff, innerExercise));
            putn-&gt;setPricingEngine(europeanEngine);
            <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> killDate = today + (i-2)*Weeks;
            Settings::instance().evaluationDate() = killDate;
            underlying-&gt;setValue(barrier);
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> portfolioValue = portfolio2.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> putValue = putn-&gt;NPV();
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> notional = portfolioValue/putValue;
            portfolio2.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(putn, notional);
        }
        Settings::instance().evaluationDate() = today;
        underlying-&gt;setValue(underlyingValue);
        portfolioValue = portfolio2.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (26 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;

        <span class="comment">// For the third portfolio, we'll use 52 dates at one-week's</span>
        <span class="comment">// distance.</span>
        <span class="keywordflow">for</span> (i=52; i&gt;=1; i--) {
            <span class="comment">// Same as above.</span>
            <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> innerMaturity = today + i*Weeks;
            boost::shared_ptr&lt;Exercise&gt; innerExercise(
                                         <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_exercise.html" title="European exercise.">EuropeanExercise</a>(innerMaturity));
            boost::shared_ptr&lt;StrikedTypePayoff&gt; innerPayoff(
                                <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_plain_vanilla_payoff.html" title="Plain-vanilla payoff.">PlainVanillaPayoff</a>(Option::Put, barrier));
            boost::shared_ptr&lt;Instrument&gt; putn(
                              <span class="keyword">new</span> <a class="code" href="class_quant_lib_1_1_european_option.html" title="European option on a single asset.">EuropeanOption</a>(innerPayoff, innerExercise));
            putn-&gt;setPricingEngine(europeanEngine);
            <a class="code" href="class_quant_lib_1_1_date.html" title="Concrete date class.">Date</a> killDate = today + (i-1)*Weeks;
            Settings::instance().evaluationDate() = killDate;
            underlying-&gt;setValue(barrier);
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> portfolioValue = portfolio3.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> putValue = putn-&gt;NPV();
            <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> notional = portfolioValue/putValue;
            portfolio3.<a class="code" href="class_quant_lib_1_1_composite_instrument.html#f781618b4ac4bee06da95a7c8b2ee662" title="shorts an instrument from the composite">subtract</a>(putn, notional);
        }
        Settings::instance().evaluationDate() = today;
        underlying-&gt;setValue(underlyingValue);
        portfolioValue = portfolio3.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (52 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;

        <span class="comment">// Now we modify the market condition to see whether the</span>
        <span class="comment">// replication holds. First, we change the underlying value so</span>
        <span class="comment">// that the option is out of the money.</span>
        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout &lt;&lt; <span class="stringliteral">"Modified market conditions: out of the money"</span>
                  &lt;&lt; std::endl;
        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"Option"</span>
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"NPV"</span>
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"Error"</span>
                  &lt;&lt; std::endl;
        std::cout &lt;&lt; rule &lt;&lt; std::endl;

        underlying-&gt;setValue(110.0);

        referenceValue = referenceOption.NPV();
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Original barrier option"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; referenceValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"N/A"</span>
                  &lt;&lt; std::endl;
        portfolioValue = portfolio1.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (12 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;
        portfolioValue = portfolio2.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (26 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;
        portfolioValue = portfolio3.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (52 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;

        <span class="comment">// Next, we change the underlying value so that the option is</span>
        <span class="comment">// in the money.</span>
        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout &lt;&lt; <span class="stringliteral">"Modified market conditions: in the money"</span> &lt;&lt; std::endl;
        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"Option"</span>
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"NPV"</span>
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"Error"</span>
                  &lt;&lt; std::endl;
        std::cout &lt;&lt; rule &lt;&lt; std::endl;

        underlying-&gt;setValue(90.0);

        referenceValue = referenceOption.NPV();
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Original barrier option"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; referenceValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; <span class="stringliteral">"N/A"</span>
                  &lt;&lt; std::endl;
        portfolioValue = portfolio1.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (12 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;
        portfolioValue = portfolio2.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (26 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;
        portfolioValue = portfolio3.<a class="code" href="class_quant_lib_1_1_instrument.html#5a137dafb316bb3644a8f92bbf4c1abb" title="returns the net present value of the instrument.">NPV</a>();
        error = portfolioValue - referenceValue;
        std::cout &lt;&lt; std::setw(widths[0]) &lt;&lt; std::left
                  &lt;&lt; <span class="stringliteral">"Replicating portfolio (52 dates)"</span>
                  &lt;&lt; std::fixed
                  &lt;&lt; std::setw(widths[1]) &lt;&lt; std::left &lt;&lt; portfolioValue
                  &lt;&lt; std::setw(widths[2]) &lt;&lt; std::left &lt;&lt; error
                  &lt;&lt; std::endl;

        <span class="comment">// Finally, a word of warning for those (shame on them) who</span>
        <span class="comment">// run the example but do not read the code.</span>
        std::cout &lt;&lt; dblrule &lt;&lt; std::endl;
        std::cout
            &lt;&lt; std::endl
            &lt;&lt; <span class="stringliteral">"The replication seems to be less robust when volatility and \n"</span>
            &lt;&lt; <span class="stringliteral">"risk-free rate are changed. Feel free to experiment with \n"</span>
            &lt;&lt; <span class="stringliteral">"the example and contribute a patch if you spot any errors."</span>
            &lt;&lt; std::endl;

        <a class="code" href="group__types.html#g4bdf4bfe76b9ffa6fa64c47d8bfa0c78" title="real number">Real</a> seconds = timer.elapsed();
        <a class="code" href="group__types.html#gb9c87440c314438e51a899a03d2442d0" title="integer number">Integer</a> hours = int(seconds/3600);
        seconds -= hours * 3600;
        <a class="code" href="group__types.html#gb9c87440c314438e51a899a03d2442d0" title="integer number">Integer</a> minutes = int(seconds/60);
        seconds -= minutes * 60;
        std::cout &lt;&lt; <span class="stringliteral">" \nRun completed in "</span>;
        <span class="keywordflow">if</span> (hours &gt; 0)
            std::cout &lt;&lt; hours &lt;&lt; <span class="stringliteral">" h "</span>;
        <span class="keywordflow">if</span> (hours &gt; 0 || minutes &gt; 0)
            std::cout &lt;&lt; minutes &lt;&lt; <span class="stringliteral">" m "</span>;
        std::cout &lt;&lt; std::fixed &lt;&lt; std::setprecision(0)
                  &lt;&lt; seconds &lt;&lt; <span class="stringliteral">" s\n"</span> &lt;&lt; std::endl;

        <span class="keywordflow">return</span> 0;
    } <span class="keywordflow">catch</span> (std::exception&amp; e) {
        std::cout &lt;&lt; e.what() &lt;&lt; std::endl;
        <span class="keywordflow">return</span> 1;
    } <span class="keywordflow">catch</span> (...) {
        std::cout &lt;&lt; <span class="stringliteral">"unknown error"</span> &lt;&lt; std::endl;
        <span class="keywordflow">return</span> 1;
    }
}
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