protected InteractiveSymbolicDataAnalysisSolutionSimplifierView(ISymbolicDataAnalysisSolutionImpactValuesCalculator impactCalculator)
{
InitializeComponent();
foldedNodes = new Dictionary <ISymbolicExpressionTreeNode, ISymbolicExpressionTreeNode>();
changedNodes = new Dictionary <ISymbolicExpressionTreeNode, ISymbolicExpressionTreeNode>();
nodeImpacts = new Dictionary <ISymbolicExpressionTreeNode, double>();
this.Caption = "Interactive Solution Simplifier";
this.impactCalculator = impactCalculator;
// initialize the tree modifier that will be used to perform edit operations over the tree
treeChart.ModifyTree = Modify;
}
protected SymbolicDataAnalysisExpressionPruningOperator(ISymbolicDataAnalysisSolutionImpactValuesCalculator impactValuesCalculator)
{
#region add parameters
Parameters.Add(new LookupParameter <IDataAnalysisProblemData>(ProblemDataParameterName));
Parameters.Add(new LookupParameter <ISymbolicDataAnalysisModel>(SymbolicDataAnalysisModelParameterName));
Parameters.Add(new LookupParameter <IntRange>(FitnessCalculationPartitionParameterName));
Parameters.Add(new LookupParameter <IntValue>(PrunedNodesParameterName, "A counter of how many nodes were pruned."));
Parameters.Add(new LookupParameter <IntValue>(PrunedSubtreesParameterName, "A counter of how many subtrees were replaced."));
Parameters.Add(new LookupParameter <IntValue>(PrunedTreesParameterName, "A counter of how many trees were pruned."));
Parameters.Add(new FixedValueParameter <BoolValue>(PruneOnlyZeroImpactNodesParameterName, "Specify whether or not only zero impact nodes should be pruned."));
Parameters.Add(new FixedValueParameter <DoubleValue>(NodeImpactThresholdParameterName, "Specifies an impact value threshold below which nodes should be pruned."));
Parameters.Add(new LookupParameter <DoubleLimit>(EstimationLimitsParameterName));
Parameters.Add(new LookupParameter <ISymbolicDataAnalysisExpressionTreeInterpreter>(InterpreterParameterName));
Parameters.Add(new LookupParameter <ISymbolicExpressionTree>(SymbolicExpressionTreeParameterName));
Parameters.Add(new LookupParameter <DoubleValue>(QualityParameterName));
Parameters.Add(new LookupParameter <BoolValue>(ApplyLinearScalingParameterName));
Parameters.Add(new ValueParameter <ISymbolicDataAnalysisSolutionImpactValuesCalculator>(ImpactValuesCalculatorParameterName, impactValuesCalculator));
#endregion
}
public SymbolicClassificationPruningOperator(ISymbolicDataAnalysisSolutionImpactValuesCalculator impactValuesCalculator)
: base(impactValuesCalculator)
{
Parameters.Add(new LookupParameter <ISymbolicClassificationModelCreator>(ModelCreatorParameterName));
Parameters.Add(new LookupParameter <ISymbolicClassificationSingleObjectiveEvaluator>(EvaluatorParameterName));
}
public SymbolicRegressionPruningOperator(ISymbolicDataAnalysisSolutionImpactValuesCalculator impactValuesCalculator)
: base(impactValuesCalculator) {
Parameters.Add(new LookupParameter<ISymbolicRegressionSingleObjectiveEvaluator>(EvaluatorParameterName));
}
protected SymbolicDataAnalysisExpressionPruningOperator(ISymbolicDataAnalysisSolutionImpactValuesCalculator impactValuesCalculator) {
#region add parameters
Parameters.Add(new LookupParameter<IDataAnalysisProblemData>(ProblemDataParameterName));
Parameters.Add(new LookupParameter<ISymbolicDataAnalysisModel>(SymbolicDataAnalysisModelParameterName));
Parameters.Add(new LookupParameter<IntRange>(FitnessCalculationPartitionParameterName));
Parameters.Add(new LookupParameter<IntValue>(PrunedNodesParameterName, "A counter of how many nodes were pruned."));
Parameters.Add(new LookupParameter<IntValue>(PrunedSubtreesParameterName, "A counter of how many subtrees were replaced."));
Parameters.Add(new LookupParameter<IntValue>(PrunedTreesParameterName, "A counter of how many trees were pruned."));
Parameters.Add(new FixedValueParameter<BoolValue>(PruneOnlyZeroImpactNodesParameterName, "Specify whether or not only zero impact nodes should be pruned."));
Parameters.Add(new FixedValueParameter<DoubleValue>(NodeImpactThresholdParameterName, "Specifies an impact value threshold below which nodes should be pruned."));
Parameters.Add(new LookupParameter<DoubleLimit>(EstimationLimitsParameterName));
Parameters.Add(new LookupParameter<ISymbolicDataAnalysisExpressionTreeInterpreter>(InterpreterParameterName));
Parameters.Add(new LookupParameter<ISymbolicExpressionTree>(SymbolicExpressionTreeParameterName));
Parameters.Add(new LookupParameter<DoubleValue>(QualityParameterName));
Parameters.Add(new LookupParameter<BoolValue>(ApplyLinearScalingParameterName));
Parameters.Add(new ValueParameter<ISymbolicDataAnalysisSolutionImpactValuesCalculator>(ImpactValuesCalculatorParameterName, impactValuesCalculator));
#endregion
}
