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added docs and examples to gradient optimizers

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Maksym Zhelyeznyakov
2026-01-28 22:12:08 -05:00
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commit 4daafb68e6
526 changed files with 20672 additions and 2311 deletions
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10
doc/html/root_finding.html
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@@ -1,9 +1,9 @@
<html>
<head>
<meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta charset="UTF-8">
<title>Chapter 10. Root Finding &amp; Minimization Algorithms</title>
<link rel="stylesheet" href="math.css" type="text/css">
<meta name="generator" content="DocBook XSL Stylesheets V1.79.1">
<meta name="generator" content="DocBook XSL Stylesheets Vsnapshot">
<link rel="home" href="index.html" title="Math Toolkit 4.2.1">
<link rel="up" href="index.html" title="Math Toolkit 4.2.1">
<link rel="prev" href="math_toolkit/tr1_ref.html" title="TR1 C Functions Quick Reference">
@@ -42,7 +42,7 @@
<dt><span class="section"><a href="math_toolkit/roots_noderiv/implementation.html">Implementation</a></span></dt>
</dl></dd>
<dt><span class="section"><a href="math_toolkit/roots_deriv.html">Root Finding With Derivatives:
Newton-Raphson, Halley &amp; Schröder</a></span></dt>
Newton-Raphson, Halley &amp; Schroeder</a></span></dt>
<dt><span class="section"><a href="math_toolkit/cubic_roots.html">Roots of Cubic Polynomials</a></span></dt>
<dt><span class="section"><a href="math_toolkit/quartic_roots.html">Roots of Quartic Polynomials</a></span></dt>
<dt><span class="section"><a href="math_toolkit/root_finding_examples.html">Examples of Root-Finding
@@ -89,7 +89,7 @@
algorithm</a>.
</p>
<p>
For <a class="link" href="math_toolkit/roots_deriv.html" title="Root Finding With Derivatives: Newton-Raphson, Halley &amp; Schröder">root-finding with derivatives</a>
For <a class="link" href="math_toolkit/roots_deriv.html" title="Root Finding With Derivatives: Newton-Raphson, Halley &amp; Schroeder">root-finding with derivatives</a>
the methods of <a class="link" href="math_toolkit/roots_deriv.html#math_toolkit.roots_deriv.newton">Newton-Raphson
iteration</a>, <a class="link" href="math_toolkit/roots_deriv.html#math_toolkit.roots_deriv.halley">Halley</a>,
and <a class="link" href="math_toolkit/roots_deriv.html#math_toolkit.roots_deriv.schroder">Schröder</a> are implemented.
@@ -121,7 +121,7 @@
Paul A. Bristow, Marco Guazzone, Christopher Kormanyos, Hubert Holin, Bruno
Lalande, John Maddock, Evan Miller, Jeremy Murphy, Matthew Pulver, Johan Råde,
Gautam Sewani, Benjamin Sobotta, Nicholas Thompson, Thijs van den Berg, Daryle
Walker and Xiaogang Zhang<p>
Walker, Xiaogang Zhang, and Maksym Zhelyeznyakov<p>
Distributed under the Boost Software License, Version 1.0. (See accompanying
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>)
</p>