geneticalgorithm.html

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<B>Field Summary</B></FONT></TH>
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<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_CROSSOVER_TYPE">PARAMETER_CROSSOVER_TYPE</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The parameter name for &quot;Type of the crossover.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_EXACT_NUMBER_OF_ATTRIBUTES">PARAMETER_EXACT_NUMBER_OF_ATTRIBUTES</A></B></CODE>

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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_MAX_NUMBER_OF_ATTRIBUTES">PARAMETER_MAX_NUMBER_OF_ATTRIBUTES</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_MIN_NUMBER_OF_ATTRIBUTES">PARAMETER_MIN_NUMBER_OF_ATTRIBUTES</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_P_CROSSOVER">PARAMETER_P_CROSSOVER</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The parameter name for &quot;Probability for an individual to be selected for crossover.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_P_INITIALIZE">PARAMETER_P_INITIALIZE</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The parameter name for &quot;Initial probability for an attribute to be switched on.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>static&nbsp;java.lang.String</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#PARAMETER_P_MUTATION">PARAMETER_P_MUTATION</A></B></CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;The parameter name for &quot;Probability for an attribute to be changed (-1: 1 / numberOfAtt).</TD>
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&nbsp;<A NAME="fields_inherited_from_class_com.rapidminer.operator.features.selection.AbstractGeneticAlgorithm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Fields inherited from class com.rapidminer.operator.features.selection.<A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html" title="class in com.rapidminer.operator.features.selection">AbstractGeneticAlgorithm</A></B></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#BOLTZMANN_SELECTION">BOLTZMANN_SELECTION</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#CUT_SELECTION">CUT_SELECTION</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#NON_DOMINATED_SORTING_SELECTION">NON_DOMINATED_SORTING_SELECTION</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_DYNAMIC_SELECTION_PRESSURE">PARAMETER_DYNAMIC_SELECTION_PRESSURE</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_GENERATIONS_WITHOUT_IMPROVAL">PARAMETER_GENERATIONS_WITHOUT_IMPROVAL</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_KEEP_BEST_INDIVIDUAL">PARAMETER_KEEP_BEST_INDIVIDUAL</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_MAXIMUM_NUMBER_OF_GENERATIONS">PARAMETER_MAXIMUM_NUMBER_OF_GENERATIONS</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_POPULATION_SIZE">PARAMETER_POPULATION_SIZE</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_SELECTION_SCHEME">PARAMETER_SELECTION_SCHEME</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_START_TEMPERATURE">PARAMETER_START_TEMPERATURE</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#PARAMETER_TOURNAMENT_SIZE">PARAMETER_TOURNAMENT_SIZE</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#RANK_SELECTION">RANK_SELECTION</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#ROULETTE_WHEEL">ROULETTE_WHEEL</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#SELECTION_SCHEMES">SELECTION_SCHEMES</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#STOCHASTIC_UNIVERSAL">STOCHASTIC_UNIVERSAL</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#TOURNAMENT_SELECTION">TOURNAMENT_SELECTION</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#UNIFORM_SELECTION">UNIFORM_SELECTION</A></CODE></TD>
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&nbsp;<A NAME="fields_inherited_from_class_com.rapidminer.operator.features.FeatureOperator"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Fields inherited from class com.rapidminer.operator.features.<A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html" title="class in com.rapidminer.operator.features">FeatureOperator</A></B></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_CONSTRAINT_DRAW_RANGE">PARAMETER_CONSTRAINT_DRAW_RANGE</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_DRAW_DOMINATED_POINTS">PARAMETER_DRAW_DOMINATED_POINTS</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_LOCAL_RANDOM_SEED">PARAMETER_LOCAL_RANDOM_SEED</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_MAXIMAL_FITNESS">PARAMETER_MAXIMAL_FITNESS</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_PLOT_GENERATIONS">PARAMETER_PLOT_GENERATIONS</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_POPULATION_CRITERIA_DATA_FILE">PARAMETER_POPULATION_CRITERIA_DATA_FILE</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_SHOW_POPULATION_PLOTTER">PARAMETER_SHOW_POPULATION_PLOTTER</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_SHOW_STOP_DIALOG">PARAMETER_SHOW_STOP_DIALOG</A>, <A HREF="../../../../../com/rapidminer/operator/features/FeatureOperator.html#PARAMETER_USER_RESULT_INDIVIDUAL_SELECTION">PARAMETER_USER_RESULT_INDIVIDUAL_SELECTION</A></CODE></TD>
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&nbsp;
<!-- ======== CONSTRUCTOR SUMMARY ======== -->

<A NAME="constructor_summary"><!-- --></A>
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<B>Constructor Summary</B></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#GeneticAlgorithm(com.rapidminer.operator.OperatorDescription)">GeneticAlgorithm</A></B>(<A HREF="../../../../../com/rapidminer/operator/OperatorDescription.html" title="class in com.rapidminer.operator">OperatorDescription</A>&nbsp;description)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;</TD>
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</TABLE>
&nbsp;
<!-- ========== METHOD SUMMARY =========== -->

<A NAME="method_summary"><!-- --></A>
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<TH ALIGN="left" COLSPAN="2"><FONT SIZE="+2">
<B>Method Summary</B></FONT></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../../com/rapidminer/operator/features/Population.html" title="class in com.rapidminer.operator.features">Population</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#createInitialPopulation(com.rapidminer.example.ExampleSet)">createInitialPopulation</A></B>(<A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;es)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Sets up a population of given size and creates ExampleSets with randomly
 selected attributes (the probability to be switched on is controlled by
 pInitialize).</TD>
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<CODE>protected &nbsp;<A HREF="../../../../../com/rapidminer/operator/features/PopulationOperator.html" title="interface in com.rapidminer.operator.features">PopulationOperator</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#getCrossoverPopulationOperator(com.rapidminer.example.ExampleSet)">getCrossoverPopulationOperator</A></B>(<A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;eSet)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns an operator that performs crossover.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>protected &nbsp;<A HREF="../../../../../com/rapidminer/operator/features/PopulationOperator.html" title="interface in com.rapidminer.operator.features">PopulationOperator</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#getMutationPopulationOperator(com.rapidminer.example.ExampleSet)">getMutationPopulationOperator</A></B>(<A HREF="../../../../../com/rapidminer/example/ExampleSet.html" title="interface in com.rapidminer.example">ExampleSet</A>&nbsp;eSet)</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns an operator that performs the mutation.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;java.util.List&lt;<A HREF="../../../../../com/rapidminer/parameter/ParameterType.html" title="class in com.rapidminer.parameter">ParameterType</A>&gt;</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../../com/rapidminer/operator/features/selection/GeneticAlgorithm.html#getParameterTypes()">getParameterTypes</A></B>()</CODE>

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&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a list of <tt>ParameterTypes</tt> describing the parameters of
 this operator.</TD>
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</TABLE>
&nbsp;<A NAME="methods_inherited_from_class_com.rapidminer.operator.features.selection.AbstractGeneticAlgorithm"><!-- --></A>
<TABLE BORDER="1" WIDTH="100%" CELLPADDING="3" CELLSPACING="0" SUMMARY="">
<TR BGCOLOR="#EEEEFF" CLASS="TableSubHeadingColor">
<TH ALIGN="left"><B>Methods inherited from class com.rapidminer.operator.features.selection.<A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html" title="class in com.rapidminer.operator.features.selection">AbstractGeneticAlgorithm</A></B></TH>
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<TR BGCOLOR="white" CLASS="TableRowColor">
<TD><CODE><A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#getPostEvaluationPopulationOperators(com.rapidminer.example.ExampleSet)">getPostEvaluationPopulationOperators</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#getPostProcessingPopulationOperators(com.rapidminer.example.ExampleSet)">getPostProcessingPopulationOperators</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#getPreEvaluationPopulationOperators(com.rapidminer.example.ExampleSet)">getPreEvaluationPopulationOperators</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#getPreProcessingPopulationOperators(com.rapidminer.example.ExampleSet)">getPreProcessingPopulationOperators</A>, <A HREF="../../../../../com/rapidminer/operator/features/selection/AbstractGeneticAlgorithm.html#solutionGoodEnough(com.rapidminer.operator.features.Population)">solutionGoodEnough</A></CODE></TD>
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