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diff --git a/commons-math3-3.6.1/docs/apidocs/org/apache/commons/math3/optimization/direct/CMAESOptimizer.html b/commons-math3-3.6.1/docs/apidocs/org/apache/commons/math3/optimization/direct/CMAESOptimizer.html new file mode 100644 index 0000000..e7d9c8c --- /dev/null +++ b/commons-math3-3.6.1/docs/apidocs/org/apache/commons/math3/optimization/direct/CMAESOptimizer.html @@ -0,0 +1,796 @@ +<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd"> +<!-- NewPage --> +<html lang="en"> +<head> +<meta http-equiv="Content-Type" content="text/html; charset=UTF-8"> +<title>CMAESOptimizer (Apache Commons Math 3.6.1 API)</title> +<link rel="stylesheet" type="text/css" href="../../../../../../stylesheet.css" title="Style"> +</head> +<body> +<script type="text/javascript"><!-- + if (location.href.indexOf('is-external=true') == -1) { + parent.document.title="CMAESOptimizer (Apache Commons Math 3.6.1 API)"; + } +//--> +</script> +<noscript> +<div>JavaScript is disabled on your browser.</div> +</noscript> +<!-- ========= START OF TOP NAVBAR ======= --> +<div class="topNav"><a name="navbar_top"> +<!-- --> +</a><a href="#skip-navbar_top" title="Skip navigation links"></a><a name="navbar_top_firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../overview-summary.html">Overview</a></li> +<li><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/CMAESOptimizer.html">Use</a></li> +<li><a href="package-tree.html">Tree</a></li> +<li><a href="../../../../../../deprecated-list.html">Deprecated</a></li> +<li><a href="../../../../../../index-all.html">Index</a></li> +<li><a href="../../../../../../help-doc.html">Help</a></li> +</ul> +<div class="aboutLanguage"><em><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script></em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../org/apache/commons/math3/optimization/direct/BOBYQAOptimizer.html" title="class in org.apache.commons.math3.optimization.direct"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.PopulationSize.html" title="class in org.apache.commons.math3.optimization.direct"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?org/apache/commons/math3/optimization/direct/CMAESOptimizer.html" target="_top">Frames</a></li> +<li><a href="CMAESOptimizer.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_top"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_top"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li><a href="#nested_class_summary">Nested</a> | </li> +<li><a href="#field_summary">Field</a> | </li> +<li><a href="#constructor_summary">Constr</a> | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li><a href="#field_detail">Field</a> | </li> +<li><a href="#constructor_detail">Constr</a> | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_top"> +<!-- --> +</a></div> +<!-- ========= END OF TOP NAVBAR ========= --> +<!-- ======== START OF CLASS DATA ======== --> +<div class="header"> +<div class="subTitle">org.apache.commons.math3.optimization.direct</div> +<h2 title="Class CMAESOptimizer" class="title">Class CMAESOptimizer</h2> +</div> +<div class="contentContainer"> +<ul class="inheritance"> +<li><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</a></li> +<li> +<ul class="inheritance"> +<li><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">org.apache.commons.math3.optimization.direct.BaseAbstractMultivariateOptimizer</a><FUNC></li> +<li> +<ul class="inheritance"> +<li><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateSimpleBoundsOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">org.apache.commons.math3.optimization.direct.BaseAbstractMultivariateSimpleBoundsOptimizer</a><<a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a>></li> +<li> +<ul class="inheritance"> +<li>org.apache.commons.math3.optimization.direct.CMAESOptimizer</li> +</ul> +</li> +</ul> +</li> +</ul> +</li> +</ul> +<div class="description"> +<ul class="blockList"> +<li class="blockList"> +<dl> +<dt>All Implemented Interfaces:</dt> +<dd><a href="../../../../../../org/apache/commons/math3/optimization/BaseMultivariateOptimizer.html" title="interface in org.apache.commons.math3.optimization">BaseMultivariateOptimizer</a><<a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a>>, <a href="../../../../../../org/apache/commons/math3/optimization/BaseMultivariateSimpleBoundsOptimizer.html" title="interface in org.apache.commons.math3.optimization">BaseMultivariateSimpleBoundsOptimizer</a><<a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a>>, <a href="../../../../../../org/apache/commons/math3/optimization/BaseOptimizer.html" title="interface in org.apache.commons.math3.optimization">BaseOptimizer</a><<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>>, <a href="../../../../../../org/apache/commons/math3/optimization/MultivariateOptimizer.html" title="interface in org.apache.commons.math3.optimization">MultivariateOptimizer</a></dd> +</dl> +<hr> +<div class="block"><strong>Deprecated.</strong> +<div class="block"><i>As of 3.1 (to be removed in 4.0).</i></div> +</div> +<br> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> +public class <span class="strong">CMAESOptimizer</span> +extends <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateSimpleBoundsOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">BaseAbstractMultivariateSimpleBoundsOptimizer</a><<a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a>> +implements <a href="../../../../../../org/apache/commons/math3/optimization/MultivariateOptimizer.html" title="interface in org.apache.commons.math3.optimization">MultivariateOptimizer</a></pre> +<div class="block"><p>An implementation of the active Covariance Matrix Adaptation Evolution Strategy (CMA-ES) + for non-linear, non-convex, non-smooth, global function minimization. + The CMA-Evolution Strategy (CMA-ES) is a reliable stochastic optimization method + which should be applied if derivative-based methods, e.g. quasi-Newton BFGS or + conjugate gradient, fail due to a rugged search landscape (e.g. noise, local + optima, outlier, etc.) of the objective function. Like a + quasi-Newton method, the CMA-ES learns and applies a variable metric + on the underlying search space. Unlike a quasi-Newton method, the + CMA-ES neither estimates nor uses gradients, making it considerably more + reliable in terms of finding a good, or even close to optimal, solution.</p> + + <p>In general, on smooth objective functions the CMA-ES is roughly ten times + slower than BFGS (counting objective function evaluations, no gradients provided). + For up to <math>N=10</math> variables also the derivative-free simplex + direct search method (Nelder and Mead) can be faster, but it is + far less reliable than CMA-ES.</p> + + <p>The CMA-ES is particularly well suited for non-separable + and/or badly conditioned problems. To observe the advantage of CMA compared + to a conventional evolution strategy, it will usually take about + <math>30 N</math> function evaluations. On difficult problems the complete + optimization (a single run) is expected to take <em>roughly</em> between + <math>30 N</math> and <math>300 N<sup>2</sup></math> + function evaluations.</p> + + <p>This implementation is translated and adapted from the Matlab version + of the CMA-ES algorithm as implemented in module <code>cmaes.m</code> version 3.51.</p> + + For more information, please refer to the following links: + <ul> + <li><a href="http://www.lri.fr/~hansen/cmaes.m">Matlab code</a></li> + <li><a href="http://www.lri.fr/~hansen/cmaesintro.html">Introduction to CMA-ES</a></li> + <li><a href="http://en.wikipedia.org/wiki/CMA-ES">Wikipedia</a></li> + </ul></div> +<dl><dt><span class="strong">Since:</span></dt> + <dd>3.0</dd></dl> +</li> +</ul> +</div> +<div class="summary"> +<ul class="blockList"> +<li class="blockList"> +<!-- ======== NESTED CLASS SUMMARY ======== --> +<ul class="blockList"> +<li class="blockList"><a name="nested_class_summary"> +<!-- --> +</a> +<h3>Nested Class Summary</h3> +<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Nested Class Summary table, listing nested classes, and an explanation"> +<caption><span>Nested Classes</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Class and Description</th> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>static class </code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.PopulationSize.html" title="class in org.apache.commons.math3.optimization.direct">CMAESOptimizer.PopulationSize</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Population size.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>static class </code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.Sigma.html" title="class in org.apache.commons.math3.optimization.direct">CMAESOptimizer.Sigma</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Input sigma values.</div> +</td> +</tr> +</table> +</li> +</ul> +<!-- =========== FIELD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="field_summary"> +<!-- --> +</a> +<h3>Field Summary</h3> +<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> +<caption><span>Fields</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Field and Description</th> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>static int</code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_CHECKFEASABLECOUNT">DEFAULT_CHECKFEASABLECOUNT</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#checkFeasableCount"><code>checkFeasableCount</code></a>: 0.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>static int</code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_DIAGONALONLY">DEFAULT_DIAGONALONLY</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#diagonalOnly"><code>diagonalOnly</code></a>: 0.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>static boolean</code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_ISACTIVECMA">DEFAULT_ISACTIVECMA</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#isActiveCMA"><code>isActiveCMA</code></a>: true.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>static int</code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_MAXITERATIONS">DEFAULT_MAXITERATIONS</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#maxIterations"><code>maxIterations</code></a>: 30000.</div> +</td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>static <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_RANDOMGENERATOR">DEFAULT_RANDOMGENERATOR</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#random"><code>random</code></a>.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>static double</code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#DEFAULT_STOPFITNESS">DEFAULT_STOPFITNESS</a></strong></code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#stopFitness"><code>stopFitness</code></a>: 0.0.</div> +</td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="fields_inherited_from_class_org.apache.commons.math3.optimization.direct.BaseAbstractMultivariateOptimizer"> +<!-- --> +</a> +<h3>Fields inherited from class org.apache.commons.math3.optimization.direct.<a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">BaseAbstractMultivariateOptimizer</a></h3> +<code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#evaluations">evaluations</a></code></li> +</ul> +</li> +</ul> +<!-- ======== CONSTRUCTOR SUMMARY ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_summary"> +<!-- --> +</a> +<h3>Constructor Summary</h3> +<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> +<caption><span>Constructors</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colOne" scope="col">Constructor and Description</th> +</tr> +<tr class="altColor"> +<td class="colOne"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer()">CMAESOptimizer</a></strong>()</code> +<div class="block"><strong>Deprecated.</strong> +<div class="block"><i>As of version 3.1: Parameter <code>lambda</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a> (whereas in the current code it is set to an undocumented value).</i></div> +</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colOne"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int)">CMAESOptimizer</a></strong>(int lambda)</code> +<div class="block"><strong>Deprecated.</strong> +<div class="block"><i>As of version 3.1: Parameter <code>lambda</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a> (whereas in the current code it is set to an undocumented value)..</i></div> +</div> +</td> +</tr> +<tr class="altColor"> +<td class="colOne"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int,%20double[])">CMAESOptimizer</a></strong>(int lambda, + double[] inputSigma)</code> +<div class="block"><strong>Deprecated.</strong> +<div class="block"><i>As of version 3.1: Parameters <code>lambda</code> and <code>inputSigma</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a>.</i></div> +</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colOne"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int,%20double[],%20int,%20double,%20boolean,%20int,%20int,%20org.apache.commons.math3.random.RandomGenerator,%20boolean)">CMAESOptimizer</a></strong>(int lambda, + double[] inputSigma, + int maxIterations, + double stopFitness, + boolean isActiveCMA, + int diagonalOnly, + int checkFeasableCount, + <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> random, + boolean generateStatistics)</code> +<div class="block"><strong>Deprecated.</strong> +<div class="block"><i>See <a href="../../../../../../org/apache/commons/math3/optimization/SimpleValueChecker.html#SimpleValueChecker()"><code>SimpleValueChecker.SimpleValueChecker()</code></a></i></div> +</div> +</td> +</tr> +<tr class="altColor"> +<td class="colOne"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int,%20double[],%20int,%20double,%20boolean,%20int,%20int,%20org.apache.commons.math3.random.RandomGenerator,%20boolean,%20org.apache.commons.math3.optimization.ConvergenceChecker)">CMAESOptimizer</a></strong>(int lambda, + double[] inputSigma, + int maxIterations, + double stopFitness, + boolean isActiveCMA, + int diagonalOnly, + int checkFeasableCount, + <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> random, + boolean generateStatistics, + <a href="../../../../../../org/apache/commons/math3/optimization/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optimization">ConvergenceChecker</a><<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>> checker)</code> +<div class="block"><strong>Deprecated.</strong> +<div class="block"><i>As of version 3.1: Parameters <code>lambda</code> and <code>inputSigma</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a>.</i></div> +</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colOne"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#CMAESOptimizer(int,%20double,%20boolean,%20int,%20int,%20org.apache.commons.math3.random.RandomGenerator,%20boolean,%20org.apache.commons.math3.optimization.ConvergenceChecker)">CMAESOptimizer</a></strong>(int maxIterations, + double stopFitness, + boolean isActiveCMA, + int diagonalOnly, + int checkFeasableCount, + <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> random, + boolean generateStatistics, + <a href="../../../../../../org/apache/commons/math3/optimization/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optimization">ConvergenceChecker</a><<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>> checker)</code> +<div class="block"><strong>Deprecated.</strong> </div> + </td> +</tr> +</table> +</li> +</ul> +<!-- ========== METHOD SUMMARY =========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_summary"> +<!-- --> +</a> +<h3>Method Summary</h3> +<table class="overviewSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> +<caption><span>Methods</span><span class="tabEnd"> </span></caption> +<tr> +<th class="colFirst" scope="col">Modifier and Type</th> +<th class="colLast" scope="col">Method and Description</th> +</tr> +<tr class="altColor"> +<td class="colFirst"><code>protected <a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#doOptimize()">doOptimize</a></strong>()</code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Perform the bulk of the optimization algorithm.</div> +</td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/commons/math3/linear/RealMatrix.html" title="interface in org.apache.commons.math3.linear">RealMatrix</a>></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#getStatisticsDHistory()">getStatisticsDHistory</a></strong>()</code> +<div class="block"><strong>Deprecated.</strong> </div> + </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#getStatisticsFitnessHistory()">getStatisticsFitnessHistory</a></strong>()</code> +<div class="block"><strong>Deprecated.</strong> </div> + </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/commons/math3/linear/RealMatrix.html" title="interface in org.apache.commons.math3.linear">RealMatrix</a>></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#getStatisticsMeanHistory()">getStatisticsMeanHistory</a></strong>()</code> +<div class="block"><strong>Deprecated.</strong> </div> + </td> +</tr> +<tr class="altColor"> +<td class="colFirst"><code><a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#getStatisticsSigmaHistory()">getStatisticsSigmaHistory</a></strong>()</code> +<div class="block"><strong>Deprecated.</strong> </div> + </td> +</tr> +<tr class="rowColor"> +<td class="colFirst"><code>protected <a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a></code></td> +<td class="colLast"><code><strong><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#optimizeInternal(int,%20org.apache.commons.math3.analysis.MultivariateFunction,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)">optimizeInternal</a></strong>(int maxEval, + <a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a> f, + <a href="../../../../../../org/apache/commons/math3/optimization/GoalType.html" title="enum in org.apache.commons.math3.optimization">GoalType</a> goalType, + <a href="../../../../../../org/apache/commons/math3/optimization/OptimizationData.html" title="interface in org.apache.commons.math3.optimization">OptimizationData</a>... optData)</code> +<div class="block"><strong>Deprecated.</strong> </div> +<div class="block">Optimize an objective function.</div> +</td> +</tr> +</table> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_org.apache.commons.math3.optimization.direct.BaseAbstractMultivariateSimpleBoundsOptimizer"> +<!-- --> +</a> +<h3>Methods inherited from class org.apache.commons.math3.optimization.direct.<a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateSimpleBoundsOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">BaseAbstractMultivariateSimpleBoundsOptimizer</a></h3> +<code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateSimpleBoundsOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20double[])">optimize</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateSimpleBoundsOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20double[],%20double[],%20double[])">optimize</a></code></li> +</ul> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_org.apache.commons.math3.optimization.direct.BaseAbstractMultivariateOptimizer"> +<!-- --> +</a> +<h3>Methods inherited from class org.apache.commons.math3.optimization.direct.<a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">BaseAbstractMultivariateOptimizer</a></h3> +<code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#computeObjectiveValue(double[])">computeObjectiveValue</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getConvergenceChecker()">getConvergenceChecker</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getEvaluations()">getEvaluations</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getGoalType()">getGoalType</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getLowerBound()">getLowerBound</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getMaxEvaluations()">getMaxEvaluations</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getStartPoint()">getStartPoint</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#getUpperBound()">getUpperBound</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)">optimize</a>, <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimizeInternal(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20double[])">optimizeInternal</a></code></li> +</ul> +<ul class="blockList"> +<li class="blockList"><a name="methods_inherited_from_class_java.lang.Object"> +<!-- --> +</a> +<h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3> +<code><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#equals(java.lang.Object)" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#notifyAll()" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#toString()" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Object.html?is-external=true#wait(long,%20int)" title="class or interface in java.lang">wait</a></code></li> +</ul> +<ul 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org.apache.commons.math3.optimization">BaseOptimizer</a></h3> +<code><a href="../../../../../../org/apache/commons/math3/optimization/BaseOptimizer.html#getConvergenceChecker()">getConvergenceChecker</a>, <a href="../../../../../../org/apache/commons/math3/optimization/BaseOptimizer.html#getEvaluations()">getEvaluations</a>, <a href="../../../../../../org/apache/commons/math3/optimization/BaseOptimizer.html#getMaxEvaluations()">getMaxEvaluations</a></code></li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +<div class="details"> +<ul class="blockList"> +<li class="blockList"> +<!-- ============ FIELD DETAIL =========== --> +<ul class="blockList"> +<li class="blockList"><a name="field_detail"> +<!-- --> +</a> +<h3>Field Detail</h3> +<a name="DEFAULT_CHECKFEASABLECOUNT"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_CHECKFEASABLECOUNT</h4> +<pre>public static final int DEFAULT_CHECKFEASABLECOUNT</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#checkFeasableCount"><code>checkFeasableCount</code></a>: 0.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../constant-values.html#org.apache.commons.math3.optimization.direct.CMAESOptimizer.DEFAULT_CHECKFEASABLECOUNT">Constant Field Values</a></dd></dl> +</li> +</ul> +<a name="DEFAULT_STOPFITNESS"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_STOPFITNESS</h4> +<pre>public static final double DEFAULT_STOPFITNESS</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#stopFitness"><code>stopFitness</code></a>: 0.0.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../constant-values.html#org.apache.commons.math3.optimization.direct.CMAESOptimizer.DEFAULT_STOPFITNESS">Constant Field Values</a></dd></dl> +</li> +</ul> +<a name="DEFAULT_ISACTIVECMA"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_ISACTIVECMA</h4> +<pre>public static final boolean DEFAULT_ISACTIVECMA</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#isActiveCMA"><code>isActiveCMA</code></a>: true.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../constant-values.html#org.apache.commons.math3.optimization.direct.CMAESOptimizer.DEFAULT_ISACTIVECMA">Constant Field Values</a></dd></dl> +</li> +</ul> +<a name="DEFAULT_MAXITERATIONS"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_MAXITERATIONS</h4> +<pre>public static final int DEFAULT_MAXITERATIONS</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#maxIterations"><code>maxIterations</code></a>: 30000.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../constant-values.html#org.apache.commons.math3.optimization.direct.CMAESOptimizer.DEFAULT_MAXITERATIONS">Constant Field Values</a></dd></dl> +</li> +</ul> +<a name="DEFAULT_DIAGONALONLY"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>DEFAULT_DIAGONALONLY</h4> +<pre>public static final int DEFAULT_DIAGONALONLY</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#diagonalOnly"><code>diagonalOnly</code></a>: 0.</div> +<dl><dt><span class="strong">See Also:</span></dt><dd><a href="../../../../../../constant-values.html#org.apache.commons.math3.optimization.direct.CMAESOptimizer.DEFAULT_DIAGONALONLY">Constant Field Values</a></dd></dl> +</li> +</ul> +<a name="DEFAULT_RANDOMGENERATOR"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>DEFAULT_RANDOMGENERATOR</h4> +<pre>public static final <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> DEFAULT_RANDOMGENERATOR</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Default value for <a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.html#random"><code>random</code></a>.</div> +</li> +</ul> +</li> +</ul> +<!-- ========= CONSTRUCTOR DETAIL ======== --> +<ul class="blockList"> +<li class="blockList"><a name="constructor_detail"> +<!-- --> +</a> +<h3>Constructor Detail</h3> +<a name="CMAESOptimizer()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>CMAESOptimizer</h4> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> +public CMAESOptimizer()</pre> +<div class="block"><span class="strong">Deprecated.</span> <i>As of version 3.1: Parameter <code>lambda</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a> (whereas in the current code it is set to an undocumented value).</i></div> +<div class="block">Default constructor, uses default parameters</div> +</li> +</ul> +<a name="CMAESOptimizer(int)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>CMAESOptimizer</h4> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> +public CMAESOptimizer(int lambda)</pre> +<div class="block"><span class="strong">Deprecated.</span> <i>As of version 3.1: Parameter <code>lambda</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a> (whereas in the current code it is set to an undocumented value)..</i></div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>lambda</code> - Population size.</dd></dl> +</li> +</ul> +<a name="CMAESOptimizer(int, double[])"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>CMAESOptimizer</h4> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> +public CMAESOptimizer(int lambda, + double[] inputSigma)</pre> +<div class="block"><span class="strong">Deprecated.</span> <i>As of version 3.1: Parameters <code>lambda</code> and <code>inputSigma</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a>.</i></div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>lambda</code> - Population size.</dd><dd><code>inputSigma</code> - Initial standard deviations to sample new points + around the initial guess.</dd></dl> +</li> +</ul> +<a name="CMAESOptimizer(int, double[], int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>CMAESOptimizer</h4> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> +public CMAESOptimizer(int lambda, + double[] inputSigma, + int maxIterations, + double stopFitness, + boolean isActiveCMA, + int diagonalOnly, + int checkFeasableCount, + <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> random, + boolean generateStatistics)</pre> +<div class="block"><span class="strong">Deprecated.</span> <i>See <a href="../../../../../../org/apache/commons/math3/optimization/SimpleValueChecker.html#SimpleValueChecker()"><code>SimpleValueChecker.SimpleValueChecker()</code></a></i></div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>lambda</code> - Population size.</dd><dd><code>inputSigma</code> - Initial standard deviations to sample new points + around the initial guess.</dd><dd><code>maxIterations</code> - Maximal number of iterations.</dd><dd><code>stopFitness</code> - Whether to stop if objective function value is smaller than + <code>stopFitness</code>.</dd><dd><code>isActiveCMA</code> - Chooses the covariance matrix update method.</dd><dd><code>diagonalOnly</code> - Number of initial iterations, where the covariance matrix + remains diagonal.</dd><dd><code>checkFeasableCount</code> - Determines how often new random objective variables are + generated in case they are out of bounds.</dd><dd><code>random</code> - Random generator.</dd><dd><code>generateStatistics</code> - Whether statistic data is collected.</dd></dl> +</li> +</ul> +<a name="CMAESOptimizer(int, double[], int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean, org.apache.commons.math3.optimization.ConvergenceChecker)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>CMAESOptimizer</h4> +<pre><a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Deprecated.html?is-external=true" title="class or interface in java.lang">@Deprecated</a> +public CMAESOptimizer(int lambda, + double[] inputSigma, + int maxIterations, + double stopFitness, + boolean isActiveCMA, + int diagonalOnly, + int checkFeasableCount, + <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> random, + boolean generateStatistics, + <a href="../../../../../../org/apache/commons/math3/optimization/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optimization">ConvergenceChecker</a><<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>> checker)</pre> +<div class="block"><span class="strong">Deprecated.</span> <i>As of version 3.1: Parameters <code>lambda</code> and <code>inputSigma</code> must be + passed with the call to <a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimize(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)"><code>optimize</code></a>.</i></div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>lambda</code> - Population size.</dd><dd><code>inputSigma</code> - Initial standard deviations to sample new points + around the initial guess.</dd><dd><code>maxIterations</code> - Maximal number of iterations.</dd><dd><code>stopFitness</code> - Whether to stop if objective function value is smaller than + <code>stopFitness</code>.</dd><dd><code>isActiveCMA</code> - Chooses the covariance matrix update method.</dd><dd><code>diagonalOnly</code> - Number of initial iterations, where the covariance matrix + remains diagonal.</dd><dd><code>checkFeasableCount</code> - Determines how often new random objective variables are + generated in case they are out of bounds.</dd><dd><code>random</code> - Random generator.</dd><dd><code>generateStatistics</code> - Whether statistic data is collected.</dd><dd><code>checker</code> - Convergence checker.</dd></dl> +</li> +</ul> +<a name="CMAESOptimizer(int, double, boolean, int, int, org.apache.commons.math3.random.RandomGenerator, boolean, org.apache.commons.math3.optimization.ConvergenceChecker)"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>CMAESOptimizer</h4> +<pre>public CMAESOptimizer(int maxIterations, + double stopFitness, + boolean isActiveCMA, + int diagonalOnly, + int checkFeasableCount, + <a href="../../../../../../org/apache/commons/math3/random/RandomGenerator.html" title="interface in org.apache.commons.math3.random">RandomGenerator</a> random, + boolean generateStatistics, + <a href="../../../../../../org/apache/commons/math3/optimization/ConvergenceChecker.html" title="interface in org.apache.commons.math3.optimization">ConvergenceChecker</a><<a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a>> checker)</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<dl><dt><span class="strong">Parameters:</span></dt><dd><code>maxIterations</code> - Maximal number of iterations.</dd><dd><code>stopFitness</code> - Whether to stop if objective function value is smaller than + <code>stopFitness</code>.</dd><dd><code>isActiveCMA</code> - Chooses the covariance matrix update method.</dd><dd><code>diagonalOnly</code> - Number of initial iterations, where the covariance matrix + remains diagonal.</dd><dd><code>checkFeasableCount</code> - Determines how often new random objective variables are + generated in case they are out of bounds.</dd><dd><code>random</code> - Random generator.</dd><dd><code>generateStatistics</code> - Whether statistic data is collected.</dd><dd><code>checker</code> - Convergence checker.</dd><dt><span class="strong">Since:</span></dt> + <dd>3.1</dd></dl> +</li> +</ul> +</li> +</ul> +<!-- ============ METHOD DETAIL ========== --> +<ul class="blockList"> +<li class="blockList"><a name="method_detail"> +<!-- --> +</a> +<h3>Method Detail</h3> +<a name="getStatisticsSigmaHistory()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getStatisticsSigmaHistory</h4> +<pre>public <a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> getStatisticsSigmaHistory()</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<dl><dt><span class="strong">Returns:</span></dt><dd>History of sigma values.</dd></dl> +</li> +</ul> +<a name="getStatisticsMeanHistory()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getStatisticsMeanHistory</h4> +<pre>public <a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/commons/math3/linear/RealMatrix.html" title="interface in org.apache.commons.math3.linear">RealMatrix</a>> getStatisticsMeanHistory()</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<dl><dt><span class="strong">Returns:</span></dt><dd>History of mean matrix.</dd></dl> +</li> +</ul> +<a name="getStatisticsFitnessHistory()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getStatisticsFitnessHistory</h4> +<pre>public <a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="http://docs.oracle.com/javase/7/docs/api/java/lang/Double.html?is-external=true" title="class or interface in java.lang">Double</a>> getStatisticsFitnessHistory()</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<dl><dt><span class="strong">Returns:</span></dt><dd>History of fitness values.</dd></dl> +</li> +</ul> +<a name="getStatisticsDHistory()"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>getStatisticsDHistory</h4> +<pre>public <a href="http://docs.oracle.com/javase/7/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../org/apache/commons/math3/linear/RealMatrix.html" title="interface in org.apache.commons.math3.linear">RealMatrix</a>> getStatisticsDHistory()</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<dl><dt><span class="strong">Returns:</span></dt><dd>History of D matrix.</dd></dl> +</li> +</ul> +<a name="optimizeInternal(int, org.apache.commons.math3.analysis.MultivariateFunction, org.apache.commons.math3.optimization.GoalType, org.apache.commons.math3.optimization.OptimizationData...)"> +<!-- --> +</a> +<ul class="blockList"> +<li class="blockList"> +<h4>optimizeInternal</h4> +<pre>protected <a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a> optimizeInternal(int maxEval, + <a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a> f, + <a href="../../../../../../org/apache/commons/math3/optimization/GoalType.html" title="enum in org.apache.commons.math3.optimization">GoalType</a> goalType, + <a href="../../../../../../org/apache/commons/math3/optimization/OptimizationData.html" title="interface in org.apache.commons.math3.optimization">OptimizationData</a>... optData)</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Optimize an objective function.</div> +<dl> +<dt><strong>Overrides:</strong></dt> +<dd><code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#optimizeInternal(int,%20FUNC,%20org.apache.commons.math3.optimization.GoalType,%20org.apache.commons.math3.optimization.OptimizationData...)">optimizeInternal</a></code> in class <code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">BaseAbstractMultivariateOptimizer</a><<a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a>></code></dd> +<dt><span class="strong">Parameters:</span></dt><dd><code>maxEval</code> - Allowed number of evaluations of the objective function.</dd><dd><code>f</code> - Objective function.</dd><dd><code>goalType</code> - Optimization type.</dd><dd><code>optData</code> - Optimization data. The following data will be looked for: + <ul> + <li><a href="../../../../../../org/apache/commons/math3/optimization/InitialGuess.html" title="class in org.apache.commons.math3.optimization"><code>InitialGuess</code></a></li> + <li><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.Sigma.html" title="class in org.apache.commons.math3.optimization.direct"><code>CMAESOptimizer.Sigma</code></a></li> + <li><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.PopulationSize.html" title="class in org.apache.commons.math3.optimization.direct"><code>CMAESOptimizer.PopulationSize</code></a></li> + </ul></dd> +<dt><span class="strong">Returns:</span></dt><dd>the point/value pair giving the optimal value for objective + function.</dd></dl> +</li> +</ul> +<a name="doOptimize()"> +<!-- --> +</a> +<ul class="blockListLast"> +<li class="blockList"> +<h4>doOptimize</h4> +<pre>protected <a href="../../../../../../org/apache/commons/math3/optimization/PointValuePair.html" title="class in org.apache.commons.math3.optimization">PointValuePair</a> doOptimize()</pre> +<div class="block"><span class="strong">Deprecated.</span> </div> +<div class="block">Perform the bulk of the optimization algorithm.</div> +<dl> +<dt><strong>Specified by:</strong></dt> +<dd><code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html#doOptimize()">doOptimize</a></code> in class <code><a href="../../../../../../org/apache/commons/math3/optimization/direct/BaseAbstractMultivariateOptimizer.html" title="class in org.apache.commons.math3.optimization.direct">BaseAbstractMultivariateOptimizer</a><<a href="../../../../../../org/apache/commons/math3/analysis/MultivariateFunction.html" title="interface in org.apache.commons.math3.analysis">MultivariateFunction</a>></code></dd> +<dt><span class="strong">Returns:</span></dt><dd>the point/value pair giving the optimal value of the + objective function.</dd></dl> +</li> +</ul> +</li> +</ul> +</li> +</ul> +</div> +</div> +<!-- ========= END OF CLASS DATA ========= --> +<!-- ======= START OF BOTTOM NAVBAR ====== --> +<div class="bottomNav"><a name="navbar_bottom"> +<!-- --> +</a><a href="#skip-navbar_bottom" title="Skip navigation links"></a><a name="navbar_bottom_firstrow"> +<!-- --> +</a> +<ul class="navList" title="Navigation"> +<li><a href="../../../../../../overview-summary.html">Overview</a></li> +<li><a href="package-summary.html">Package</a></li> +<li class="navBarCell1Rev">Class</li> +<li><a href="class-use/CMAESOptimizer.html">Use</a></li> +<li><a href="package-tree.html">Tree</a></li> +<li><a href="../../../../../../deprecated-list.html">Deprecated</a></li> +<li><a href="../../../../../../index-all.html">Index</a></li> +<li><a href="../../../../../../help-doc.html">Help</a></li> +</ul> +<div class="aboutLanguage"><em><script type="text/javascript" src="http://cdn.mathjax.org/mathjax/latest/MathJax.js?config=TeX-AMS-MML_HTMLorMML"></script></em></div> +</div> +<div class="subNav"> +<ul class="navList"> +<li><a href="../../../../../../org/apache/commons/math3/optimization/direct/BOBYQAOptimizer.html" title="class in org.apache.commons.math3.optimization.direct"><span class="strong">Prev Class</span></a></li> +<li><a href="../../../../../../org/apache/commons/math3/optimization/direct/CMAESOptimizer.PopulationSize.html" title="class in org.apache.commons.math3.optimization.direct"><span class="strong">Next Class</span></a></li> +</ul> +<ul class="navList"> +<li><a href="../../../../../../index.html?org/apache/commons/math3/optimization/direct/CMAESOptimizer.html" target="_top">Frames</a></li> +<li><a href="CMAESOptimizer.html" target="_top">No Frames</a></li> +</ul> +<ul class="navList" id="allclasses_navbar_bottom"> +<li><a href="../../../../../../allclasses-noframe.html">All Classes</a></li> +</ul> +<div> +<script type="text/javascript"><!-- + allClassesLink = document.getElementById("allclasses_navbar_bottom"); + if(window==top) { + allClassesLink.style.display = "block"; + } + else { + allClassesLink.style.display = "none"; + } + //--> +</script> +</div> +<div> +<ul class="subNavList"> +<li>Summary: </li> +<li><a href="#nested_class_summary">Nested</a> | </li> +<li><a href="#field_summary">Field</a> | </li> +<li><a href="#constructor_summary">Constr</a> | </li> +<li><a href="#method_summary">Method</a></li> +</ul> +<ul class="subNavList"> +<li>Detail: </li> +<li><a href="#field_detail">Field</a> | </li> +<li><a href="#constructor_detail">Constr</a> | </li> +<li><a href="#method_detail">Method</a></li> +</ul> +</div> +<a name="skip-navbar_bottom"> +<!-- --> +</a></div> +<!-- ======== END OF BOTTOM NAVBAR ======= --> +<p class="legalCopy"><small>Copyright © 2003–2016 <a href="http://www.apache.org/">The Apache Software Foundation</a>. 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