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8 MultiStartDifferentiableMultivariateRealOptimizer (Commons Math 2.1 API)
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50 </TABLE>
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80 SUMMARY:&nbsp;NESTED&nbsp;|&nbsp;FIELD&nbsp;|&nbsp;<A HREF="#constructor_summary">CONSTR</A>&nbsp;|&nbsp;<A HREF="#method_summary">METHOD</A></FONT></TD>
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89 <!-- ======== START OF CLASS DATA ======== -->
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90 <H2>
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92 org.apache.commons.math.optimization</FONT>
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93 <BR>
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94 Class MultiStartDifferentiableMultivariateRealOptimizer</H2>
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95 <PRE>
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96 <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">java.lang.Object</A>
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97 <IMG SRC="../../../../../resources/inherit.gif" ALT="extended by "><B>org.apache.commons.math.optimization.MultiStartDifferentiableMultivariateRealOptimizer</B>
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98 </PRE>
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99 <DL>
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100 <DT><B>All Implemented Interfaces:</B> <DD><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></DD>
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101 </DL>
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102 <HR>
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103 <DL>
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104 <DT><PRE>public class <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.39"><B>MultiStartDifferentiableMultivariateRealOptimizer</B></A><DT>extends <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A><DT>implements <A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></DL>
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105 </PRE>
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106
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107 <P>
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108 Special implementation of the <A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization"><CODE>DifferentiableMultivariateRealOptimizer</CODE></A> interface adding
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109 multi-start features to an existing optimizer.
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110 <p>
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111 This class wraps a classical optimizer to use it several times in
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112 turn with different starting points in order to avoid being trapped
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113 into a local extremum when looking for a global one.
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114 </p>
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115 <P>
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116
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117 <P>
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118 <DL>
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119 <DT><B>Since:</B></DT>
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120 <DD>2.0</DD>
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121 <DT><B>Version:</B></DT>
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122 <DD>$Revision: 811685 $ $Date: 2009-09-05 13:36:48 -0400 (Sat, 05 Sep 2009) $</DD>
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123 </DL>
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124 <HR>
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125
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126 <P>
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127
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128 <!-- ======== CONSTRUCTOR SUMMARY ======== -->
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129
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130 <A NAME="constructor_summary"><!-- --></A>
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131 <TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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132 <TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
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133 <TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
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134 <B>Constructor Summary</B></FONT></TH>
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135 </TR>
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136 <TR BGCOLOR="white" CLASS="TableRowColor">
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137 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#MultiStartDifferentiableMultivariateRealOptimizer(org.apache.commons.math.optimization.DifferentiableMultivariateRealOptimizer, int, org.apache.commons.math.random.RandomVectorGenerator)">MultiStartDifferentiableMultivariateRealOptimizer</A></B>(<A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A>&nbsp;optimizer,
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138 int&nbsp;starts,
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139 <A HREF="../../../../../org/apache/commons/math/random/RandomVectorGenerator.html" title="interface in org.apache.commons.math.random">RandomVectorGenerator</A>&nbsp;generator)</CODE>
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140
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141 <BR>
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142 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Create a multi-start optimizer from a single-start optimizer</TD>
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143 </TR>
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144 </TABLE>
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145 &nbsp;
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146 <!-- ========== METHOD SUMMARY =========== -->
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147
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148 <A NAME="method_summary"><!-- --></A>
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149 <TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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150 <TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
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151 <TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
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152 <B>Method Summary</B></FONT></TH>
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153 </TR>
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155 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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156 <CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/RealConvergenceChecker.html" title="interface in org.apache.commons.math.optimization">RealConvergenceChecker</A></CODE></FONT></TD>
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157 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getConvergenceChecker()">getConvergenceChecker</A></B>()</CODE>
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158
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159 <BR>
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160 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get the convergence checker.</TD>
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161 </TR>
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163 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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164 <CODE>&nbsp;int</CODE></FONT></TD>
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165 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getEvaluations()">getEvaluations</A></B>()</CODE>
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166
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167 <BR>
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168 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get the number of evaluations of the objective function.</TD>
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169 </TR>
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170 <TR BGCOLOR="white" CLASS="TableRowColor">
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171 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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172 <CODE>&nbsp;int</CODE></FONT></TD>
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173 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getGradientEvaluations()">getGradientEvaluations</A></B>()</CODE>
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174
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175 <BR>
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176 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get the number of evaluations of the objective function gradient.</TD>
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177 </TR>
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178 <TR BGCOLOR="white" CLASS="TableRowColor">
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179 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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180 <CODE>&nbsp;int</CODE></FONT></TD>
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181 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getIterations()">getIterations</A></B>()</CODE>
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182
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183 <BR>
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184 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get the number of iterations realized by the algorithm.</TD>
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185 </TR>
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186 <TR BGCOLOR="white" CLASS="TableRowColor">
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187 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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188 <CODE>&nbsp;int</CODE></FONT></TD>
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189 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getMaxEvaluations()">getMaxEvaluations</A></B>()</CODE>
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190
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191 <BR>
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192 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get the maximal number of functions evaluations.</TD>
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193 </TR>
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194 <TR BGCOLOR="white" CLASS="TableRowColor">
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195 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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196 <CODE>&nbsp;int</CODE></FONT></TD>
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197 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getMaxIterations()">getMaxIterations</A></B>()</CODE>
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198
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199 <BR>
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200 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get the maximal number of iterations of the algorithm.</TD>
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201 </TR>
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202 <TR BGCOLOR="white" CLASS="TableRowColor">
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203 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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204 <CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/RealPointValuePair.html" title="class in org.apache.commons.math.optimization">RealPointValuePair</A>[]</CODE></FONT></TD>
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205 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#getOptima()">getOptima</A></B>()</CODE>
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206
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207 <BR>
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208 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Get all the optima found during the last call to <A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A>.</TD>
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209 </TR>
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210 <TR BGCOLOR="white" CLASS="TableRowColor">
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211 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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212 <CODE>&nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/RealPointValuePair.html" title="class in org.apache.commons.math.optimization">RealPointValuePair</A></CODE></FONT></TD>
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213 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])">optimize</A></B>(<A HREF="../../../../../org/apache/commons/math/analysis/DifferentiableMultivariateRealFunction.html" title="interface in org.apache.commons.math.analysis">DifferentiableMultivariateRealFunction</A>&nbsp;f,
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214 <A HREF="../../../../../org/apache/commons/math/optimization/GoalType.html" title="enum in org.apache.commons.math.optimization">GoalType</A>&nbsp;goalType,
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215 double[]&nbsp;startPoint)</CODE>
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216
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217 <BR>
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218 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Optimizes an objective function.</TD>
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219 </TR>
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220 <TR BGCOLOR="white" CLASS="TableRowColor">
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221 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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222 <CODE>&nbsp;void</CODE></FONT></TD>
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223 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#setConvergenceChecker(org.apache.commons.math.optimization.RealConvergenceChecker)">setConvergenceChecker</A></B>(<A HREF="../../../../../org/apache/commons/math/optimization/RealConvergenceChecker.html" title="interface in org.apache.commons.math.optimization">RealConvergenceChecker</A>&nbsp;checker)</CODE>
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224
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225 <BR>
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226 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Set the convergence checker.</TD>
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227 </TR>
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228 <TR BGCOLOR="white" CLASS="TableRowColor">
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229 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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230 <CODE>&nbsp;void</CODE></FONT></TD>
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231 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#setMaxEvaluations(int)">setMaxEvaluations</A></B>(int&nbsp;maxEvaluations)</CODE>
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232
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233 <BR>
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234 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Set the maximal number of functions evaluations.</TD>
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235 </TR>
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236 <TR BGCOLOR="white" CLASS="TableRowColor">
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237 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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238 <CODE>&nbsp;void</CODE></FONT></TD>
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239 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#setMaxIterations(int)">setMaxIterations</A></B>(int&nbsp;maxIterations)</CODE>
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240
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241 <BR>
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242 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Set the maximal number of iterations of the algorithm.</TD>
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243 </TR>
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244 </TABLE>
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245 &nbsp;<A NAME="methods_inherited_from_class_java.lang.Object"><!-- --></A>
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246 <TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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247 <TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
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248 <TH ALIGN="left"><B>Methods inherited from class java.lang.<A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</A></B></TH>
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249 </TR>
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250 <TR BGCOLOR="white" CLASS="TableRowColor">
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251 <TD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#clone()" title="class or interface in java.lang">clone</A>, <A HREF="http://java.sun.com/javase/6/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://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#finalize()" title="class or interface in java.lang">finalize</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#getClass()" title="class or interface in java.lang">getClass</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#hashCode()" title="class or interface in java.lang">hashCode</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notify()" title="class or interface in java.lang">notify</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#notifyAll()" title="class or interface in java.lang">notifyAll</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#toString()" title="class or interface in java.lang">toString</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait()" title="class or interface in java.lang">wait</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long)" title="class or interface in java.lang">wait</A>, <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/Object.html?is-external=true#wait(long, int)" title="class or interface in java.lang">wait</A></CODE></TD>
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252 </TR>
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253 </TABLE>
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254 &nbsp;
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255 <P>
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256
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257 <!-- ========= CONSTRUCTOR DETAIL ======== -->
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258
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259 <A NAME="constructor_detail"><!-- --></A>
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260 <TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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261 <TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
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262 <TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
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263 <B>Constructor Detail</B></FONT></TH>
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264 </TR>
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265 </TABLE>
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266
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267 <A NAME="MultiStartDifferentiableMultivariateRealOptimizer(org.apache.commons.math.optimization.DifferentiableMultivariateRealOptimizer, int, org.apache.commons.math.random.RandomVectorGenerator)"><!-- --></A><H3>
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268 MultiStartDifferentiableMultivariateRealOptimizer</H3>
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269 <PRE>
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270 public <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.77"><B>MultiStartDifferentiableMultivariateRealOptimizer</B></A>(<A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A>&nbsp;optimizer,
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271 int&nbsp;starts,
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272 <A HREF="../../../../../org/apache/commons/math/random/RandomVectorGenerator.html" title="interface in org.apache.commons.math.random">RandomVectorGenerator</A>&nbsp;generator)</PRE>
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273 <DL>
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274 <DD>Create a multi-start optimizer from a single-start optimizer
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275 <P>
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276 <DL>
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277 <DT><B>Parameters:</B><DD><CODE>optimizer</CODE> - single-start optimizer to wrap<DD><CODE>starts</CODE> - number of starts to perform (including the
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278 first one), multi-start is disabled if value is less than or
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279 equal to 1<DD><CODE>generator</CODE> - random vector generator to use for restarts</DL>
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280 </DL>
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281
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282 <!-- ============ METHOD DETAIL ========== -->
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283
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284 <A NAME="method_detail"><!-- --></A>
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285 <TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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286 <TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
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287 <TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
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288 <B>Method Detail</B></FONT></TH>
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289 </TR>
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290 </TABLE>
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291
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292 <A NAME="getOptima()"><!-- --></A><H3>
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293 getOptima</H3>
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294 <PRE>
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295 public <A HREF="../../../../../org/apache/commons/math/optimization/RealPointValuePair.html" title="class in org.apache.commons.math.optimization">RealPointValuePair</A>[] <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.118"><B>getOptima</B></A>()
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296 throws <A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalStateException.html?is-external=true" title="class or interface in java.lang">IllegalStateException</A></PRE>
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297 <DL>
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298 <DD>Get all the optima found during the last call to <A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A>.
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299 <p>The optimizer stores all the optima found during a set of
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300 restarts. The <A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A> method returns the best point only. This
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301 method returns all the points found at the end of each starts,
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302 including the best one already returned by the <A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A> method.
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303 </p>
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304 <p>
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305 The returned array as one element for each start as specified
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306 in the constructor. It is ordered with the results from the
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307 runs that did converge first, sorted from best to worst
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308 objective value (i.e in ascending order if minimizing and in
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309 descending order if maximizing), followed by and null elements
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310 corresponding to the runs that did not converge. This means all
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311 elements will be null if the <A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A> method did throw a <A HREF="../../../../../org/apache/commons/math/ConvergenceException.html" title="class in org.apache.commons.math"><CODE>ConvergenceException</CODE></A>).
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312 This also means that if the first element is non null, it is the best
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313 point found across all starts.</p>
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314 <P>
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315 <DD><DL>
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316 </DL>
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317 </DD>
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318 <DD><DL>
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319
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320 <DT><B>Returns:</B><DD>array containing the optima
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321 <DT><B>Throws:</B>
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322 <DD><CODE><A HREF="http://java.sun.com/javase/6/docs/api/java/lang/IllegalStateException.html?is-external=true" title="class or interface in java.lang">IllegalStateException</A></CODE> - if <A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A> has not been called</DL>
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323 </DD>
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324 </DL>
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325 <HR>
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326
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327 <A NAME="setMaxIterations(int)"><!-- --></A><H3>
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328 setMaxIterations</H3>
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329 <PRE>
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330 public void <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.126"><B>setMaxIterations</B></A>(int&nbsp;maxIterations)</PRE>
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331 <DL>
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332 <DD>Set the maximal number of iterations of the algorithm.
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333 <P>
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334 <DD><DL>
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335 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#setMaxIterations(int)">setMaxIterations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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336 </DD>
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337 <DD><DL>
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338 <DT><B>Parameters:</B><DD><CODE>maxIterations</CODE> - maximal number of function calls</DL>
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339 </DD>
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340 </DL>
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341 <HR>
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342
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343 <A NAME="getMaxIterations()"><!-- --></A><H3>
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344 getMaxIterations</H3>
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345 <PRE>
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346 public int <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.131"><B>getMaxIterations</B></A>()</PRE>
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347 <DL>
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348 <DD>Get the maximal number of iterations of the algorithm.
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349 <P>
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350 <DD><DL>
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351 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#getMaxIterations()">getMaxIterations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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352 </DD>
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353 <DD><DL>
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354
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355 <DT><B>Returns:</B><DD>maximal number of iterations</DL>
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356 </DD>
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357 </DL>
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358 <HR>
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359
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360 <A NAME="getIterations()"><!-- --></A><H3>
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361 getIterations</H3>
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362 <PRE>
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363 public int <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.136"><B>getIterations</B></A>()</PRE>
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364 <DL>
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365 <DD>Get the number of iterations realized by the algorithm.
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366 <p>
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367 The number of evaluations corresponds to the last call to the
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368 <A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A>
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369 method. It is 0 if the method has not been called yet.
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370 </p>
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371 <P>
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372 <DD><DL>
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373 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#getIterations()">getIterations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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374 </DD>
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375 <DD><DL>
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376
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377 <DT><B>Returns:</B><DD>number of iterations</DL>
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378 </DD>
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379 </DL>
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380 <HR>
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381
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382 <A NAME="setMaxEvaluations(int)"><!-- --></A><H3>
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383 setMaxEvaluations</H3>
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384 <PRE>
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385 public void <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.141"><B>setMaxEvaluations</B></A>(int&nbsp;maxEvaluations)</PRE>
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386 <DL>
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387 <DD>Set the maximal number of functions evaluations.
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388 <P>
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389 <DD><DL>
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390 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#setMaxEvaluations(int)">setMaxEvaluations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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391 </DD>
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392 <DD><DL>
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393 <DT><B>Parameters:</B><DD><CODE>maxEvaluations</CODE> - maximal number of function evaluations</DL>
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394 </DD>
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395 </DL>
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396 <HR>
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397
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398 <A NAME="getMaxEvaluations()"><!-- --></A><H3>
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399 getMaxEvaluations</H3>
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400 <PRE>
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401 public int <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.146"><B>getMaxEvaluations</B></A>()</PRE>
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402 <DL>
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403 <DD>Get the maximal number of functions evaluations.
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404 <P>
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405 <DD><DL>
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406 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#getMaxEvaluations()">getMaxEvaluations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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407 </DD>
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408 <DD><DL>
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409
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410 <DT><B>Returns:</B><DD>maximal number of functions evaluations</DL>
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411 </DD>
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412 </DL>
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413 <HR>
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414
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415 <A NAME="getEvaluations()"><!-- --></A><H3>
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416 getEvaluations</H3>
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417 <PRE>
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418 public int <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.151"><B>getEvaluations</B></A>()</PRE>
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419 <DL>
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420 <DD>Get the number of evaluations of the objective function.
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421 <p>
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422 The number of evaluations corresponds to the last call to the
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423 <A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A>
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424 method. It is 0 if the method has not been called yet.
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425 </p>
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426 <P>
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427 <DD><DL>
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428 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#getEvaluations()">getEvaluations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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429 </DD>
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430 <DD><DL>
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431
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432 <DT><B>Returns:</B><DD>number of evaluations of the objective function</DL>
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433 </DD>
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434 </DL>
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435 <HR>
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436
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437 <A NAME="getGradientEvaluations()"><!-- --></A><H3>
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438 getGradientEvaluations</H3>
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439 <PRE>
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440 public int <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.156"><B>getGradientEvaluations</B></A>()</PRE>
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441 <DL>
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442 <DD>Get the number of evaluations of the objective function gradient.
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443 <p>
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444 The number of evaluations corresponds to the last call to the
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445 <A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><CODE>optimize</CODE></A>
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446 method. It is 0 if the method has not been called yet.
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447 </p>
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448 <P>
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449 <DD><DL>
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450 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#getGradientEvaluations()">getGradientEvaluations</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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451 </DD>
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452 <DD><DL>
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453
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454 <DT><B>Returns:</B><DD>number of evaluations of the objective function gradient</DL>
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455 </DD>
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456 </DL>
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457 <HR>
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458
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459 <A NAME="setConvergenceChecker(org.apache.commons.math.optimization.RealConvergenceChecker)"><!-- --></A><H3>
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460 setConvergenceChecker</H3>
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461 <PRE>
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462 public void <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.161"><B>setConvergenceChecker</B></A>(<A HREF="../../../../../org/apache/commons/math/optimization/RealConvergenceChecker.html" title="interface in org.apache.commons.math.optimization">RealConvergenceChecker</A>&nbsp;checker)</PRE>
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463 <DL>
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464 <DD>Set the convergence checker.
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465 <P>
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466 <DD><DL>
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467 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#setConvergenceChecker(org.apache.commons.math.optimization.RealConvergenceChecker)">setConvergenceChecker</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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468 </DD>
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469 <DD><DL>
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470 <DT><B>Parameters:</B><DD><CODE>checker</CODE> - object to use to check for convergence</DL>
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471 </DD>
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472 </DL>
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473 <HR>
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474
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475 <A NAME="getConvergenceChecker()"><!-- --></A><H3>
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476 getConvergenceChecker</H3>
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477 <PRE>
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478 public <A HREF="../../../../../org/apache/commons/math/optimization/RealConvergenceChecker.html" title="interface in org.apache.commons.math.optimization">RealConvergenceChecker</A> <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.166"><B>getConvergenceChecker</B></A>()</PRE>
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479 <DL>
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480 <DD>Get the convergence checker.
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481 <P>
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482 <DD><DL>
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483 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#getConvergenceChecker()">getConvergenceChecker</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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484 </DD>
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485 <DD><DL>
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486
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487 <DT><B>Returns:</B><DD>object used to check for convergence</DL>
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488 </DD>
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489 </DL>
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490 <HR>
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491
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492 <A NAME="optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])"><!-- --></A><H3>
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493 optimize</H3>
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494 <PRE>
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495 public <A HREF="../../../../../org/apache/commons/math/optimization/RealPointValuePair.html" title="class in org.apache.commons.math.optimization">RealPointValuePair</A> <A HREF="../../../../../src-html/org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html#line.171"><B>optimize</B></A>(<A HREF="../../../../../org/apache/commons/math/analysis/DifferentiableMultivariateRealFunction.html" title="interface in org.apache.commons.math.analysis">DifferentiableMultivariateRealFunction</A>&nbsp;f,
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496 <A HREF="../../../../../org/apache/commons/math/optimization/GoalType.html" title="enum in org.apache.commons.math.optimization">GoalType</A>&nbsp;goalType,
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497 double[]&nbsp;startPoint)
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498 throws <A HREF="../../../../../org/apache/commons/math/FunctionEvaluationException.html" title="class in org.apache.commons.math">FunctionEvaluationException</A>,
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499 <A HREF="../../../../../org/apache/commons/math/optimization/OptimizationException.html" title="class in org.apache.commons.math.optimization">OptimizationException</A></PRE>
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500 <DL>
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501 <DD>Optimizes an objective function.
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502 <P>
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503 <DD><DL>
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504 <DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html#optimize(org.apache.commons.math.analysis.DifferentiableMultivariateRealFunction, org.apache.commons.math.optimization.GoalType, double[])">optimize</A></CODE> in interface <CODE><A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization">DifferentiableMultivariateRealOptimizer</A></CODE></DL>
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505 </DD>
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506 <DD><DL>
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507 <DT><B>Parameters:</B><DD><CODE>f</CODE> - objective function<DD><CODE>goalType</CODE> - type of optimization goal: either <A HREF="../../../../../org/apache/commons/math/optimization/GoalType.html#MAXIMIZE"><CODE>GoalType.MAXIMIZE</CODE></A>
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508 or <A HREF="../../../../../org/apache/commons/math/optimization/GoalType.html#MINIMIZE"><CODE>GoalType.MINIMIZE</CODE></A><DD><CODE>startPoint</CODE> - the start point for optimization
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509 <DT><B>Returns:</B><DD>the point/value pair giving the optimal value for objective function
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510 <DT><B>Throws:</B>
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511 <DD><CODE><A HREF="../../../../../org/apache/commons/math/FunctionEvaluationException.html" title="class in org.apache.commons.math">FunctionEvaluationException</A></CODE> - if the objective function throws one during
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512 the search
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513 <DD><CODE><A HREF="../../../../../org/apache/commons/math/optimization/OptimizationException.html" title="class in org.apache.commons.math.optimization">OptimizationException</A></CODE> - if the algorithm failed to converge</DL>
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514 </DD>
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515 </DL>
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516 <!-- ========= END OF CLASS DATA ========= -->
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517 <HR>
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518
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519
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520 <!-- ======= START OF BOTTOM NAVBAR ====== -->
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521 <A NAME="navbar_bottom"><!-- --></A>
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522 <A HREF="#skip-navbar_bottom" title="Skip navigation links"></A>
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523 <TABLE BORDER="0" WIDTH="100%" CELLPADDING="1" CELLSPACING="0" SUMMARY="">
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524 <TR>
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525 <TD COLSPAN=2 BGCOLOR="#EEEEFF" CLASS="NavBarCell1">
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526 <A NAME="navbar_bottom_firstrow"><!-- --></A>
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527 <TABLE BORDER="0" CELLPADDING="0" CELLSPACING="3" SUMMARY="">
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528 <TR ALIGN="center" VALIGN="top">
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529 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../../../overview-summary.html"><FONT CLASS="NavBarFont1"><B>Overview</B></FONT></A>&nbsp;</TD>
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530 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-summary.html"><FONT CLASS="NavBarFont1"><B>Package</B></FONT></A>&nbsp;</TD>
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531 <TD BGCOLOR="#FFFFFF" CLASS="NavBarCell1Rev"> &nbsp;<FONT CLASS="NavBarFont1Rev"><B>Class</B></FONT>&nbsp;</TD>
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532 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="class-use/MultiStartDifferentiableMultivariateRealOptimizer.html"><FONT CLASS="NavBarFont1"><B>Use</B></FONT></A>&nbsp;</TD>
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533 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="package-tree.html"><FONT CLASS="NavBarFont1"><B>Tree</B></FONT></A>&nbsp;</TD>
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534 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../../../deprecated-list.html"><FONT CLASS="NavBarFont1"><B>Deprecated</B></FONT></A>&nbsp;</TD>
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535 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../../../index-all.html"><FONT CLASS="NavBarFont1"><B>Index</B></FONT></A>&nbsp;</TD>
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536 <TD BGCOLOR="#EEEEFF" CLASS="NavBarCell1"> <A HREF="../../../../../help-doc.html"><FONT CLASS="NavBarFont1"><B>Help</B></FONT></A>&nbsp;</TD>
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537 </TR>
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538 </TABLE>
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539 </TD>
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540 <TD ALIGN="right" VALIGN="top" ROWSPAN=3><EM>
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541 </EM>
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542 </TD>
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543 </TR>
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544
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545 <TR>
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546 <TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2">
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547 &nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/LeastSquaresConverter.html" title="class in org.apache.commons.math.optimization"><B>PREV CLASS</B></A>&nbsp;
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548 &nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateVectorialOptimizer.html" title="class in org.apache.commons.math.optimization"><B>NEXT CLASS</B></A></FONT></TD>
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549 <TD BGCOLOR="white" CLASS="NavBarCell2"><FONT SIZE="-2">
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550 <A HREF="../../../../../index.html?org/apache/commons/math/optimization/MultiStartDifferentiableMultivariateRealOptimizer.html" target="_top"><B>FRAMES</B></A> &nbsp;
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551 &nbsp;<A HREF="MultiStartDifferentiableMultivariateRealOptimizer.html" target="_top"><B>NO FRAMES</B></A> &nbsp;
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552 &nbsp;<SCRIPT type="text/javascript">
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553 <!--
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554 if(window==top) {
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555 document.writeln('<A HREF="../../../../../allclasses-noframe.html"><B>All Classes</B></A>');
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556 }
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557 //-->
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558 </SCRIPT>
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559 <NOSCRIPT>
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560 <A HREF="../../../../../allclasses-noframe.html"><B>All Classes</B></A>
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561 </NOSCRIPT>
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562
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563
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564 </FONT></TD>
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565 </TR>
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566 <TR>
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567 <TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">
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568 SUMMARY:&nbsp;NESTED&nbsp;|&nbsp;FIELD&nbsp;|&nbsp;<A HREF="#constructor_summary">CONSTR</A>&nbsp;|&nbsp;<A HREF="#method_summary">METHOD</A></FONT></TD>
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569 <TD VALIGN="top" CLASS="NavBarCell3"><FONT SIZE="-2">
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570 DETAIL:&nbsp;FIELD&nbsp;|&nbsp;<A HREF="#constructor_detail">CONSTR</A>&nbsp;|&nbsp;<A HREF="#method_detail">METHOD</A></FONT></TD>
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571 </TR>
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572 </TABLE>
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573 <A NAME="skip-navbar_bottom"></A>
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574 <!-- ======== END OF BOTTOM NAVBAR ======= -->
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575
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576 <HR>
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577 Copyright &#169; 2003-2010 <a href="http://www.apache.org/">The Apache Software Foundation</a>. All Rights Reserved.
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578 </BODY>
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579 </HTML>