root_finding_examples.html 6.0 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990
  1. <html>
  2. <head>
  3. <meta http-equiv="Content-Type" content="text/html; charset=US-ASCII">
  4. <title>Examples of Root-Finding (with and without derivatives)</title>
  5. <link rel="stylesheet" href="../math.css" type="text/css">
  6. <meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
  7. <link rel="home" href="../index.html" title="Math Toolkit 2.11.0">
  8. <link rel="up" href="../root_finding.html" title="Chapter&#160;10.&#160;Root Finding &amp; Minimization Algorithms">
  9. <link rel="prev" href="roots_deriv.html" title="Root Finding With Derivatives: Newton-Raphson, Halley &amp; Schr&#246;der">
  10. <link rel="next" href="root_finding_examples/cbrt_eg.html" title="Finding the Cubed Root With and Without Derivatives">
  11. </head>
  12. <body bgcolor="white" text="black" link="#0000FF" vlink="#840084" alink="#0000FF">
  13. <table cellpadding="2" width="100%"><tr>
  14. <td valign="top"><img alt="Boost C++ Libraries" width="277" height="86" src="../../../../../boost.png"></td>
  15. <td align="center"><a href="../../../../../index.html">Home</a></td>
  16. <td align="center"><a href="../../../../../libs/libraries.htm">Libraries</a></td>
  17. <td align="center"><a href="http://www.boost.org/users/people.html">People</a></td>
  18. <td align="center"><a href="http://www.boost.org/users/faq.html">FAQ</a></td>
  19. <td align="center"><a href="../../../../../more/index.htm">More</a></td>
  20. </tr></table>
  21. <hr>
  22. <div class="spirit-nav">
  23. <a accesskey="p" href="roots_deriv.html"><img src="../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../root_finding.html"><img src="../../../../../doc/src/images/up.png" alt="Up"></a><a accesskey="h" href="../index.html"><img src="../../../../../doc/src/images/home.png" alt="Home"></a><a accesskey="n" href="root_finding_examples/cbrt_eg.html"><img src="../../../../../doc/src/images/next.png" alt="Next"></a>
  24. </div>
  25. <div class="section">
  26. <div class="titlepage"><div><div><h2 class="title" style="clear: both">
  27. <a name="math_toolkit.root_finding_examples"></a><a class="link" href="root_finding_examples.html" title="Examples of Root-Finding (with and without derivatives)">Examples of Root-Finding
  28. (with and without derivatives)</a>
  29. </h2></div></div></div>
  30. <div class="toc"><dl class="toc">
  31. <dt><span class="section"><a href="root_finding_examples/cbrt_eg.html">Finding the
  32. Cubed Root With and Without Derivatives</a></span></dt>
  33. <dt><span class="section"><a href="root_finding_examples/lambda.html">Using C++11
  34. Lambda's</a></span></dt>
  35. <dt><span class="section"><a href="root_finding_examples/5th_root_eg.html">Computing
  36. the Fifth Root</a></span></dt>
  37. <dt><span class="section"><a href="root_finding_examples/multiprecision_root.html">Root-finding
  38. using Boost.Multiprecision</a></span></dt>
  39. <dt><span class="section"><a href="root_finding_examples/nth_root.html">Generalizing
  40. to Compute the nth root</a></span></dt>
  41. <dt><span class="section"><a href="root_finding_examples/elliptic_eg.html">A More
  42. complex example - Inverting the Elliptic Integrals</a></span></dt>
  43. </dl></div>
  44. <p>
  45. The examples demonstrate how to use the various tools for <a href="http://en.wikipedia.org/wiki/Root-finding_algorithm" target="_top">root
  46. finding</a>.
  47. </p>
  48. <p>
  49. We start with the simple cube root function <code class="computeroutput"><span class="identifier">cbrt</span></code>
  50. ( C++ standard function name <a href="http://en.cppreference.com/w/cpp/numeric/math/cbrt" target="_top">cbrt</a>)
  51. showing root finding <a class="link" href="root_finding_examples/cbrt_eg.html#math_toolkit.root_finding_examples.cbrt_eg.cbrt_no_derivatives">without
  52. derivatives</a>.
  53. </p>
  54. <p>
  55. We then show how use of derivatives can improve the speed of convergence.
  56. </p>
  57. <p>
  58. (But these examples are only a demonstration and do not try to make the ultimate
  59. improvements of an 'industrial-strength' implementation, for example, of <code class="computeroutput"><span class="identifier">boost</span><span class="special">::</span><span class="identifier">math</span><span class="special">::</span><span class="identifier">cbrt</span></code>, mainly
  60. by using a better computed initial 'guess' at <a href="../../../../../libs/math/include/boost/math/special_functions/cbrt.hpp" target="_top">cbrt.hpp</a>).
  61. </p>
  62. <p>
  63. Then we show how a higher root (<a class="link" href="root_finding_examples/5th_root_eg.html" title="Computing the Fifth Root">fifth
  64. root</a>) <sup>5</sup>&#8730; can be computed, and in <a href="../../../example/root_finding_n_example.cpp" target="_top">root_finding_n_example.cpp</a>
  65. a generic method for the <a class="link" href="root_finding_examples/nth_root.html" title="Generalizing to Compute the nth root">nth
  66. root</a> that constructs the derivatives at compile-time.
  67. </p>
  68. <p>
  69. These methods should be applicable to other functions that can be differentiated
  70. easily.
  71. </p>
  72. </div>
  73. <table xmlns:rev="http://www.cs.rpi.edu/~gregod/boost/tools/doc/revision" width="100%"><tr>
  74. <td align="left"></td>
  75. <td align="right"><div class="copyright-footer">Copyright &#169; 2006-2019 Nikhar
  76. Agrawal, Anton Bikineev, Paul A. Bristow, Marco Guazzone, Christopher Kormanyos,
  77. Hubert Holin, Bruno Lalande, John Maddock, Jeremy Murphy, Matthew Pulver, Johan
  78. R&#229;de, Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg,
  79. Daryle Walker and Xiaogang Zhang<p>
  80. Distributed under the Boost Software License, Version 1.0. (See accompanying
  81. file LICENSE_1_0.txt or copy at <a href="http://www.boost.org/LICENSE_1_0.txt" target="_top">http://www.boost.org/LICENSE_1_0.txt</a>)
  82. </p>
  83. </div></td>
  84. </tr></table>
  85. <hr>
  86. <div class="spirit-nav">
  87. <a accesskey="p" href="roots_deriv.html"><img src="../../../../../doc/src/images/prev.png" alt="Prev"></a><a accesskey="u" href="../root_finding.html"><img src="../../../../../doc/src/images/up.png" alt="Up"></a><a accesskey="h" href="../index.html"><img src="../../../../../doc/src/images/home.png" alt="Home"></a><a accesskey="n" href="root_finding_examples/cbrt_eg.html"><img src="../../../../../doc/src/images/next.png" alt="Next"></a>
  88. </div>
  89. </body>
  90. </html>