psosvmoptimization.html

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;This method is invoked after each evaluation.</TD>
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<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.tools.math.optimization.ec.pso.<A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html" title="class in com.rapidminer.tools.math.optimization.ec.pso">PSOOptimization</A></B></TH>
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<TD><CODE><A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#createInitialPopulation(int, int)">createInitialPopulation</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#getBestFitnessEver()">getBestFitnessEver</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#getBestFitnessInGeneration()">getBestFitnessInGeneration</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#getBestPerformanceEver()">getBestPerformanceEver</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#getBestValuesEver()">getBestValuesEver</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#getGeneration()">getGeneration</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#optimize()">optimize</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#setMaxValue(double)">setMaxValue</A>, <A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#setMinValue(double)">setMinValue</A></CODE></TD>
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<TH ALIGN="left"><B>Methods inherited from class java.lang.Object</B></TH>
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<TD><CODE>clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait</CODE></TD>
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<A NAME="PSOSVMOptimization(com.rapidminer.example.ExampleSet, com.rapidminer.operator.learner.functions.kernel.functions.Kernel, double, int, int, int, double, double, double, boolean, boolean, com.rapidminer.tools.RandomGenerator)"><!-- --></A><H3>
PSOSVMOptimization</H3>
<PRE>
public <B>PSOSVMOptimization</B>(<A HREF="../../../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;exampleSet,
                          <A HREF="../../../../../../../com/rapidminer/operator/learner/functions/kernel/functions/Kernel.html" title="class in com.rapidminer.operator.learner.functions.kernel.functions">Kernel</A>&nbsp;kernel,
                          double&nbsp;c,
                          int&nbsp;maxIterations,
                          int&nbsp;generationsWithoutImprovement,
                          int&nbsp;popSize,
                          double&nbsp;inertiaWeight,
                          double&nbsp;localWeight,
                          double&nbsp;globalWeight,
                          boolean&nbsp;dynamicInertiaWeight,
                          boolean&nbsp;showPlot,
                          <A HREF="../../../../../../../com/rapidminer/tools/RandomGenerator.html" title="class in com.rapidminer.tools">RandomGenerator</A>&nbsp;random)</PRE>
<DL>
<DD>Creates a new evolutionary SVM optimization.
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<A NAME="nextIteration()"><!-- --></A><H3>
nextIteration</H3>
<PRE>
public void <B>nextIteration</B>()</PRE>
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<DD><B>Description copied from class: <CODE><A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#nextIteration()">PSOOptimization</A></CODE></B></DD>
<DD>This method is invoked after each evaluation. The default implementation
 does nothing but subclasses might implement this method to support online
 plotting or logging.
<P>
<DD><DL>
<DT><B>Overrides:</B><DD><CODE><A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#nextIteration()">nextIteration</A></CODE> in class <CODE><A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html" title="class in com.rapidminer.tools.math.optimization.ec.pso">PSOOptimization</A></CODE></DL>
</DD>
<DD><DL>
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<A NAME="evaluateIndividual(double[])"><!-- --></A><H3>
evaluateIndividual</H3>
<PRE>
public <A HREF="../../../../../../../com/rapidminer/operator/performance/PerformanceVector.html" title="class in com.rapidminer.operator.performance">PerformanceVector</A> <B>evaluateIndividual</B>(double[]&nbsp;individual)</PRE>
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<DD>Evaluates the individuals of the given population.
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<DD><DL>
<DT><B>Specified by:</B><DD><CODE><A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html#evaluateIndividual(double[])">evaluateIndividual</A></CODE> in class <CODE><A HREF="../../../../../../../com/rapidminer/tools/math/optimization/ec/pso/PSOOptimization.html" title="class in com.rapidminer.tools.math.optimization.ec.pso">PSOOptimization</A></CODE></DL>
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<DD><DL>
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<A NAME="getModel(double[])"><!-- --></A><H3>
getModel</H3>
<PRE>
public <A HREF="../../../../../../../com/rapidminer/operator/learner/functions/kernel/evosvm/EvoSVMModel.html" title="class in com.rapidminer.operator.learner.functions.kernel.evosvm">EvoSVMModel</A> <B>getModel</B>(double[]&nbsp;alphas)</PRE>
<DL>
<DD>Returns a model containing all support vectors, i.e. the examples with
 non-zerp alphas.
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<DD><DL>
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</DD>
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