File: maxima_366.html

package info (click to toggle)
maxima 5.47.0-9
  • links: PTS
  • area: main
  • in suites: forky, sid
  • size: 193,104 kB
  • sloc: lisp: 434,678; fortran: 14,665; tcl: 10,990; sh: 4,577; makefile: 2,763; ansic: 447; java: 328; python: 262; perl: 201; xml: 60; awk: 28; sed: 15; javascript: 2
file content (397 lines) | stat: -rw-r--r-- 18,061 bytes parent folder | download | duplicates (2)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
<!DOCTYPE html PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
<html>
<!-- Created by GNU Texinfo 5.1, http://www.gnu.org/software/texinfo/ -->
<head>
<title>Maxima 5.47.0 Manual: Functions and Variables for solve_rec</title>

<meta name="description" content="Maxima 5.47.0 Manual: Functions and Variables for solve_rec">
<meta name="keywords" content="Maxima 5.47.0 Manual: Functions and Variables for solve_rec">
<meta name="resource-type" content="document">
<meta name="distribution" content="global">
<meta name="Generator" content="makeinfo">
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<link href="maxima_toc.html#Top" rel="start" title="Top">
<link href="maxima_423.html#Function-and-Variable-Index" rel="index" title="Function and Variable Index">
<link href="maxima_toc.html#SEC_Contents" rel="contents" title="Table of Contents">
<link href="maxima_364.html#solve_005frec_002dpkg" rel="up" title="solve_rec-pkg">
<link href="maxima_367.html#stats_002dpkg" rel="next" title="stats-pkg">
<link href="maxima_365.html#Introduction-to-solve_005frec" rel="previous" title="Introduction to solve_rec">
<style type="text/css">
<!--
a.summary-letter {text-decoration: none}
blockquote.smallquotation {font-size: smaller}
div.display {margin-left: 3.2em}
div.example {margin-left: 3.2em}
div.indentedblock {margin-left: 3.2em}
div.lisp {margin-left: 3.2em}
div.smalldisplay {margin-left: 3.2em}
div.smallexample {margin-left: 3.2em}
div.smallindentedblock {margin-left: 3.2em; font-size: smaller}
div.smalllisp {margin-left: 3.2em}
kbd {font-style:oblique}
pre.display {font-family: inherit}
pre.format {font-family: inherit}
pre.menu-comment {font-family: serif}
pre.menu-preformatted {font-family: serif}
pre.smalldisplay {font-family: inherit; font-size: smaller}
pre.smallexample {font-size: smaller}
pre.smallformat {font-family: inherit; font-size: smaller}
pre.smalllisp {font-size: smaller}
span.nocodebreak {white-space:nowrap}
span.nolinebreak {white-space:nowrap}
span.roman {font-family:serif; font-weight:normal}
span.sansserif {font-family:sans-serif; font-weight:normal}
ul.no-bullet {list-style: none}
body {color: black; background: white;  margin-left: 8%; margin-right: 13%;
      font-family: "FreeSans", sans-serif}
h1 {font-size: 150%; font-family: "FreeSans", sans-serif}
h2 {font-size: 125%; font-family: "FreeSans", sans-serif}
h3 {font-size: 100%; font-family: "FreeSans", sans-serif}
a[href] {color: rgb(0,0,255); text-decoration: none;}
a[href]:hover {background: rgb(220,220,220);}
div.textbox {border: solid; border-width: thin; padding-top: 1em;
    padding-bottom: 1em; padding-left: 2em; padding-right: 2em}
div.titlebox {border: none; padding-top: 1em; padding-bottom: 1em;
    padding-left: 2em; padding-right: 2em; background: rgb(200,255,255);
    font-family: sans-serif}
div.synopsisbox {
    border: none; padding-top: 1em; padding-bottom: 1em; padding-left: 2em;
    padding-right: 2em; background: rgb(255,220,255);}
pre.example {border: 1px solid rgb(180,180,180); padding-top: 1em;
    padding-bottom: 1em; padding-left: 1em; padding-right: 1em;
    background-color: rgb(238,238,255)}
div.spacerbox {border: none; padding-top: 2em; padding-bottom: 2em}
div.image {margin: 0; padding: 1em; text-align: center}
div.categorybox {border: 1px solid gray; padding-top: 1em; padding-bottom: 1em;
    padding-left: 1em; padding-right: 1em; background: rgb(247,242,220)}
img {max-width:80%; max-height: 80%; display: block; margin-left: auto; margin-right: auto}

-->
</style>

<link rel="icon" href="figures/favicon.ico">
<script src="https://polyfill.io/v3/polyfill.min.js?features=es6>"></script>
<script id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js"></script>
</head>

<body lang="en" bgcolor="#FFFFFF" text="#000000" link="#0000FF" vlink="#800080" alink="#FF0000">
<a name="Functions-and-Variables-for-solve_005frec"></a>
<div class="header">
<p>
Previous: <a href="maxima_365.html#Introduction-to-solve_005frec" accesskey="p" rel="previous">Introduction to solve_rec</a>, Up: <a href="maxima_364.html#solve_005frec_002dpkg" accesskey="u" rel="up">solve_rec-pkg</a> &nbsp; [<a href="maxima_toc.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="maxima_423.html#Function-and-Variable-Index" title="Index" rel="index">Index</a>]</p>
</div>
<a name="Functions-and-Variables-for-solve_005frec-1"></a>
<h3 class="section">88.2 Functions and Variables for solve_rec</h3>

<a name="harmonic_005fnumber"></a><a name="Item_003a-solve_005frec_002fdeffn_002fharmonic_005fnumber"></a><dl>
<dt><a name="index-harmonic_005fnumber"></a>Function: <strong>harmonic_number</strong> <em>(<var>x</var>)</em></dt>
<dd><p>When <var>x</var> is positive integer <em>n</em>, <code>harmonic_number</code> is
the <em>n</em>&rsquo;th harmonic number.  More generally,
<code>harmonic_number(x) = psi[0](x+1) + %gamma</code>.  (See <a href="maxima_87.html#polygamma">polygamma</a>).
</p>
<div class="example">
<pre class="example">(%i1) load(&quot;simplify_sum&quot;)$
</pre><pre class="example">(%i2) harmonic_number(5);
                               137
(%o2)                          ---
                               60
</pre><pre class="example">(%i3) sum(1/k, k, 1, 5);
                               137
(%o3)                          ---
                               60
</pre><pre class="example">(%i4) float(harmonic_number(sqrt(2)));
(%o4)              %gamma + 0.6601971549171388
</pre><pre class="example">(%i5) float(psi[0](1+sqrt(2)))+%gamma;
(%o5)              %gamma + 0.6601971549171388
</pre></div>
</dd></dl>

<a name="harmonic_005fto_005fpsi"></a><a name="Item_003a-solve_005frec_002fdeffn_002fharmonic_005fto_005fpsi"></a><dl>
<dt><a name="index-harmonic_005fto_005fpsi"></a>Function: <strong>harmonic_to_psi</strong> <em>(<var>x</var>)</em></dt>
<dd><p>Converts expressions with <code>harmonic_number</code> to the equivalent
expression involving <code>psi[0]</code> (see <a href="maxima_87.html#polygamma">polygamma</a>).
</p>
<div class="example">
<pre class="example">(%i1) load(&quot;simplify_sum&quot;)$
</pre><pre class="example">(%i2) harmonic_to_psi(harmonic_number(sqrt(2)));
(%o2)              psi (sqrt(2) + 1) + %gamma
                      0
</pre></div>
</dd></dl>

<a name="reduce_005forder"></a><a name="Item_003a-solve_005frec_002fdeffn_002freduce_005forder"></a><dl>
<dt><a name="index-reduce_005forder"></a>Function: <strong>reduce_order</strong> <em>(<var>rec</var>, <var>sol</var>, <var>var</var>)</em></dt>
<dd>
<p>Reduces the order of linear recurrence <var>rec</var> when a particular solution
<var>sol</var> is known. The reduced reccurence can be used to get other solutions.
</p>
<p>Example:
</p>
<div class="example">
<pre class="example">(%i3) rec: x[n+2] = x[n+1] + x[n]/n;
                                      x
                                       n
(%o3)               x      = x      + --
                     n + 2    n + 1   n
</pre><pre class="example">(%i4) solve_rec(rec, x[n]);
WARNING: found some hypergeometrical solutions! 
(%o4)                    x  = %k  n
                          n     1
</pre><pre class="example">(%i5) reduce_order(rec, n, x[n]);
(%t5)                    x  = n %z
                          n       n

                           n - 1
                           ====
                           \
(%t6)                %z  =  &gt;     %u
                       n   /        %j
                           ====
                           %j = 0

(%o6)             (- n - 2) %u     - %u
                              n + 1     n
</pre><pre class="example">(%i6) solve_rec((n+2)*%u[n+1] + %u[n], %u[n]);
                                     n
                            %k  (- 1)
                              1
(%o6)                 %u  = ----------
                        n    (n + 1)!

So the general solution is

             n - 1
             ====        j
             \      (- 1)
       %k  n  &gt;    -------- + %k  n
         2   /     (j + 1)!     1
             ====
             j = 0
</pre></div>

<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;</div>
</dd></dl>

<a name="simplify_005fproducts"></a><a name="Item_003a-solve_005frec_002fdefvr_002fsimplify_005fproducts"></a><dl>
<dt><a name="index-simplify_005fproducts"></a>Option variable: <strong>simplify_products</strong></dt>
<dd><p>Default value: <code>true</code>
</p>
<p>If <code>simplify_products</code> is <code>true</code>, <code>solve_rec</code> will try to
simplify products in result.
</p>
<p>See also: <code><a href="#solve_005frec">solve_rec</a></code>.
</p>
<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;</div>
</dd></dl>

<a name="simplify_005fsum"></a><a name="Item_003a-solve_005frec_002fdeffn_002fsimplify_005fsum"></a><dl>
<dt><a name="index-simplify_005fsum"></a>Function: <strong>simplify_sum</strong> <em>(<var>expr</var>)</em></dt>
<dd>
<p>Tries to simplify all sums appearing in <var>expr</var> to a closed form.
</p>
<p>To use this function first load the <code>simplify_sum</code> package with
<code>load(&quot;simplify_sum&quot;)</code>.
</p>
<p>Example:
</p>
<div class="example">
<pre class="example">(%i1) load(&quot;simplify_sum&quot;)$
</pre><pre class="example">(%i2) sum(binomial(n+k,k)/2^k, k, 1, n) + sum(binomial(2*n, 2*k), k, 1,n);
        n                          n
       ====                       ====
       \     binomial(n + k, k)   \
(%o2)   &gt;    ------------------ +  &gt;    binomial(2 n, 2 k)
       /              k           /
       ====          2            ====
       k = 1                      k = 1
</pre><pre class="example">(%i3) simplify_sum(%);
                         2 n - 1    n
(%o3)                   2        + 2  - 2
</pre></div>

<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;<a href="maxima_424.html#Category_003a-Sums-and-products">Sums and products</a>
&middot;<a href="maxima_424.html#Category_003a-Simplification-functions">Simplification functions</a>
&middot;</div>
</dd></dl>

<a name="solve_005frec"></a><a name="Item_003a-solve_005frec_002fdeffn_002fsolve_005frec"></a><dl>
<dt><a name="index-solve_005frec"></a>Function: <strong>solve_rec</strong> <em>(<var>eqn</var>, <var>var</var>, [<var>init</var>])</em></dt>
<dd><p>Solves for hypergeometrical solutions to linear recurrence <var>eqn</var> with
polynomials coefficient in variable <var>var</var>. Optional arguments <var>init</var>
are initial conditions.
</p>
<p><code>solve_rec</code> can solve linear recurrences with constant coefficients,
finds hypergeometrical solutions to homogeneous linear recurrences with
polynomial coefficients, rational solutions to linear recurrences with
polynomial coefficients and can solve Ricatti type recurrences.
</p>
<p>Note that the running time of the algorithm used to find hypergeometrical
solutions is exponential in the degree of the leading and trailing
coefficient.
</p>
<p>To use this function first load the <code>solve_rec</code> package with
<code>load(&quot;solve_rec&quot;);</code>.
</p>
<p>Example of linear recurrence with constant coefficients:
</p>
<div class="example">
<pre class="example">(%i2) solve_rec(a[n]=a[n-1]+a[n-2]+n/2^n, a[n]);
                        n          n
           (sqrt(5) - 1)  %k  (- 1)
                            1           n
(%o2) a  = ------------------------- - ----
       n               n                  n
                      2                5 2
                                                n
                                   (sqrt(5) + 1)  %k
                                                    2    2
                                 + ------------------ - ----
                                            n              n
                                           2            5 2
</pre></div>

<p>Example of linear recurrence with polynomial coefficients:
</p>
<div class="example">
<pre class="example">(%i7) 2*x*(x+1)*y[x] - (x^2+3*x-2)*y[x+1] + (x-1)*y[x+2];
                         2
(%o7) (x - 1) y      - (x  + 3 x - 2) y      + 2 x (x + 1) y
               x + 2                   x + 1                x
</pre><pre class="example">(%i8) solve_rec(%, y[x], y[1]=1, y[3]=3);
                              x
                           3 2    x!
(%o9)                 y  = ---- - --
                       x    4     2
</pre></div>

<p>Example of Ricatti type recurrence:
</p>
<div class="example">
<pre class="example">(%i2) x*y[x+1]*y[x] - y[x+1]/(x+2) + y[x]/(x-1) = 0;
                            y         y
                             x + 1     x
(%o2)         x y  y      - ------ + ----- = 0
                 x  x + 1   x + 2    x - 1
</pre><pre class="example">(%i3) solve_rec(%, y[x], y[3]=5)$
</pre><pre class="example">(%i4) ratsimp(minfactorial(factcomb(%)));
                                   3
                               30 x  - 30 x
(%o4) y  = - -------------------------------------------------
       x        6      5       4       3       2
             5 x  - 3 x  - 25 x  + 15 x  + 20 x  - 12 x - 1584
</pre></div>


<p>See also: <code><a href="#solve_005frec_005frat">solve_rec_rat</a></code>, <code><a href="#simplify_005fproducts">simplify_products</a></code> and <code><a href="#product_005fuse_005fgamma">product_use_gamma</a></code>.
</p>
<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;</div>
</dd></dl>

<a name="solve_005frec_005frat"></a><a name="Item_003a-solve_005frec_002fdeffn_002fsolve_005frec_005frat"></a><dl>
<dt><a name="index-solve_005frec_005frat"></a>Function: <strong>solve_rec_rat</strong> <em>(<var>eqn</var>, <var>var</var>, [<var>init</var>])</em></dt>
<dd>
<p>Solves for rational solutions to linear recurrences. See solve_rec for
description of arguments.
</p>
<p>To use this function first load the <code>solve_rec</code> package with
<code>load(&quot;solve_rec&quot;);</code>.
</p>
<p>Example:
</p>
<div class="example">
<pre class="example">(%i1) (x+4)*a[x+3] + (x+3)*a[x+2] - x*a[x+1] + (x^2-1)*a[x];
(%o1)  (x + 4) a      + (x + 3) a      - x a
                x + 3            x + 2      x + 1
                                                   2
                                               + (x  - 1) a
                                                            x
</pre><pre class="example">(%i2) solve_rec_rat(% = (x+2)/(x+1), a[x]);
                       1
(%o2)      a  = ---------------
            x   (x - 1) (x + 1)
</pre></div>


<p>See also: <code><a href="#solve_005frec">solve_rec</a></code>.
</p>
<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;</div>
</dd></dl>

<a name="product_005fuse_005fgamma"></a><a name="Item_003a-solve_005frec_002fdefvr_002fproduct_005fuse_005fgamma"></a><dl>
<dt><a name="index-product_005fuse_005fgamma"></a>Option variable: <strong>product_use_gamma</strong></dt>
<dd><p>Default value: <code>true</code>
</p>
<p>When simplifying products, <code>solve_rec</code> introduces gamma function
into the expression if <code>product_use_gamma</code> is <code>true</code>.
</p>
<p>See also: <code><a href="#simplify_005fproducts">simplify_products</a></code>, <code><a href="#solve_005frec">solve_rec</a></code>.
</p>
<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;</div>
</dd></dl>

<a name="summand_005fto_005frec"></a><a name="Item_003a-solve_005frec_002fdeffn_002fsummand_005fto_005frec"></a><dl>
<dt><a name="index-summand_005fto_005frec"></a>Function: <strong>summand_to_rec</strong> <em><br>&nbsp;&nbsp;&nbsp;&nbsp;<tt>summand_to_rec</tt> (<var>summand</var>, <var>k</var>, <var>n</var>) <br>&nbsp;&nbsp;&nbsp;&nbsp;<tt>summand_to_rec</tt> (<var>summand</var>, [<var>k</var>, <var>lo</var>, <var>hi</var>], <var>n</var>)</em></dt>
<dd>
<p>Returns the recurrence satisfied by the sum
</p>
<div class="example">
<pre class="example">     hi
    ====
    \
     &gt;     summand
    /
    ====
  k = lo
</pre></div>

<p>where summand is hypergeometrical in <var>k</var> and <var>n</var>. If <var>lo</var> and <var>hi</var>
are omitted, they are assumed to be <code>lo = -inf</code> and <code>hi = inf</code>.
</p>
<p>To use this function first load the <code>simplify_sum</code> package with
<code>load(&quot;simplify_sum&quot;)</code>.
</p>
<p>Example:
</p>
<div class="example">
<pre class="example">(%i1) load(&quot;simplify_sum&quot;)$
</pre><pre class="example">(%i2) summand: binom(n,k);
(%o2)                           binomial(n, k)
</pre><pre class="example">(%i3) summand_to_rec(summand,k,n);
(%o3)                      2 sm  - sm      = 0
                               n     n + 1
</pre><pre class="example">(%i7) summand: binom(n, k)/(k+1);
                                binomial(n, k)
(%o7)                           --------------
                                    k + 1
</pre><pre class="example">(%i8) summand_to_rec(summand, [k, 0, n], n);
(%o8)               2 (n + 1) sm  - (n + 2) sm      = - 1
                                n             n + 1
</pre></div>

<div class=categorybox>
Categories:<a href="maxima_424.html#Category_003a-Package-solve_005frec">Package solve_rec</a>
&middot;</div>
</dd></dl>

<hr>
<div class="header">
<p>
Previous: <a href="maxima_365.html#Introduction-to-solve_005frec" accesskey="p" rel="previous">Introduction to solve_rec</a>, Up: <a href="maxima_364.html#solve_005frec_002dpkg" accesskey="u" rel="up">solve_rec-pkg</a> &nbsp; [<a href="maxima_toc.html#SEC_Contents" title="Table of contents" rel="contents">Contents</a>][<a href="maxima_423.html#Function-and-Variable-Index" title="Index" rel="index">Index</a>]</p>
</div>



</body>
</html>