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8 VectorialConvergenceChecker (Commons Math 2.1 API)
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50 </TABLE>
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59 &nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/UnivariateRealOptimizer.html" title="interface in org.apache.commons.math.optimization"><B>PREV CLASS</B></A>&nbsp;
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60 &nbsp;<A HREF="../../../../../org/apache/commons/math/optimization/VectorialPointValuePair.html" title="class in org.apache.commons.math.optimization"><B>NEXT CLASS</B></A></FONT></TD>
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80 SUMMARY:&nbsp;NESTED&nbsp;|&nbsp;FIELD&nbsp;|&nbsp;CONSTR&nbsp;|&nbsp;<A HREF="#method_summary">METHOD</A></FONT></TD>
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82 DETAIL:&nbsp;FIELD&nbsp;|&nbsp;CONSTR&nbsp;|&nbsp;<A HREF="#method_detail">METHOD</A></FONT></TD>
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83 </TR>
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84 </TABLE>
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88 <HR>
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89 <!-- ======== START OF CLASS DATA ======== -->
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90 <H2>
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91 <FONT SIZE="-1">
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92 org.apache.commons.math.optimization</FONT>
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93 <BR>
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94 Interface VectorialConvergenceChecker</H2>
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95 <DL>
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96 <DT><B>All Known Implementing Classes:</B> <DD><A HREF="../../../../../org/apache/commons/math/optimization/SimpleVectorialPointChecker.html" title="class in org.apache.commons.math.optimization">SimpleVectorialPointChecker</A>, <A HREF="../../../../../org/apache/commons/math/optimization/SimpleVectorialValueChecker.html" title="class in org.apache.commons.math.optimization">SimpleVectorialValueChecker</A></DD>
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97 </DL>
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98 <HR>
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99 <DL>
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100 <DT><PRE>public interface <A HREF="../../../../../src-html/org/apache/commons/math/optimization/VectorialConvergenceChecker.html#line.37"><B>VectorialConvergenceChecker</B></A></DL>
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101 </PRE>
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102
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103 <P>
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104 This interface specifies how to check if a <A HREF="../../../../../org/apache/commons/math/optimization/DifferentiableMultivariateVectorialOptimizer.html" title="interface in org.apache.commons.math.optimization"><CODE>optimization algorithm</CODE></A> has converged.
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105
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106 <p>Deciding if convergence has been reached is a problem-dependent issue. The
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107 user should provide a class implementing this interface to allow the optimization
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108 algorithm to stop its search according to the problem at hand.</p>
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109 <p>For convenience, two implementations that fit simple needs are already provided:
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110 <A HREF="../../../../../org/apache/commons/math/optimization/SimpleVectorialValueChecker.html" title="class in org.apache.commons.math.optimization"><CODE>SimpleVectorialValueChecker</CODE></A> and <A HREF="../../../../../org/apache/commons/math/optimization/SimpleVectorialPointChecker.html" title="class in org.apache.commons.math.optimization"><CODE>SimpleVectorialPointChecker</CODE></A>. The first
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111 one considers convergence is reached when the objective function value does not
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112 change much anymore, it does not use the point set at all. The second one
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113 considers convergence is reached when the input point set does not change
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114 much anymore, it does not use objective function value at all.</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: 780674 $ $Date: 2009-06-01 11:10:55 -0400 (Mon, 01 Jun 2009) $</DD>
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123 </DL>
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124 <HR>
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126 <P>
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127
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128 <!-- ========== METHOD SUMMARY =========== -->
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129
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130 <A NAME="method_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>Method Summary</B></FONT></TH>
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135 </TR>
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137 <TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
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138 <CODE>&nbsp;boolean</CODE></FONT></TD>
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139 <TD><CODE><B><A HREF="../../../../../org/apache/commons/math/optimization/VectorialConvergenceChecker.html#converged(int, org.apache.commons.math.optimization.VectorialPointValuePair, org.apache.commons.math.optimization.VectorialPointValuePair)">converged</A></B>(int&nbsp;iteration,
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140 <A HREF="../../../../../org/apache/commons/math/optimization/VectorialPointValuePair.html" title="class in org.apache.commons.math.optimization">VectorialPointValuePair</A>&nbsp;previous,
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141 <A HREF="../../../../../org/apache/commons/math/optimization/VectorialPointValuePair.html" title="class in org.apache.commons.math.optimization">VectorialPointValuePair</A>&nbsp;current)</CODE>
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142
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143 <BR>
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144 &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Check if the optimization algorithm has converged considering the last points.</TD>
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145 </TR>
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146 </TABLE>
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147 &nbsp;
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148 <P>
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149
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150 <!-- ============ METHOD DETAIL ========== -->
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151
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152 <A NAME="method_detail"><!-- --></A>
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153 <TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
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154 <TR BGCOLOR="#CCCCFF" CLASS="TableHeadingColor">
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155 <TH ALIGN="left" COLSPAN="1"><FONT SIZE="+2">
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156 <B>Method Detail</B></FONT></TH>
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157 </TR>
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158 </TABLE>
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159
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160 <A NAME="converged(int, org.apache.commons.math.optimization.VectorialPointValuePair, org.apache.commons.math.optimization.VectorialPointValuePair)"><!-- --></A><H3>
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161 converged</H3>
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162 <PRE>
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163 boolean <A HREF="../../../../../src-html/org/apache/commons/math/optimization/VectorialConvergenceChecker.html#line.53"><B>converged</B></A>(int&nbsp;iteration,
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164 <A HREF="../../../../../org/apache/commons/math/optimization/VectorialPointValuePair.html" title="class in org.apache.commons.math.optimization">VectorialPointValuePair</A>&nbsp;previous,
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165 <A HREF="../../../../../org/apache/commons/math/optimization/VectorialPointValuePair.html" title="class in org.apache.commons.math.optimization">VectorialPointValuePair</A>&nbsp;current)</PRE>
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166 <DL>
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167 <DD>Check if the optimization algorithm has converged considering the last points.
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168 <p>
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169 This method may be called several time from the same algorithm iteration with
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170 different points. This can be detected by checking the iteration number at each
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171 call if needed. Each time this method is called, the previous and current point
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172 correspond to points with the same role at each iteration, so they can be
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173 compared. As an example, simplex-based algorithms call this method for all
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174 points of the simplex, not only for the best or worst ones.
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175 </p>
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176 <P>
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177 <DD><DL>
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178 <DT><B>Parameters:</B><DD><CODE>iteration</CODE> - index of current iteration<DD><CODE>previous</CODE> - point from previous iteration<DD><CODE>current</CODE> - point from current iteration
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179 <DT><B>Returns:</B><DD>true if the algorithm is considered to have converged</DL>
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180 </DD>
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