#region License Information
/* HeuristicLab
* Copyright (C) 2002-2010 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* HeuristicLab is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with HeuristicLab. If not, see .
*/
#endregion
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Operators;
using HeuristicLab.Optimization;
using HeuristicLab.Optimization.Operators;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Analysis {
///
/// An operator which analyzes the minimum, average and maximum of a value in the current population.
///
[Item("PopulationMinAverageMaxValueAnalyzer", "An operator which analyzes the minimum, average and maximum of a value in the current population.")]
[StorableClass]
public sealed class PopulationMinAverageMaxValueAnalyzer : AlgorithmOperator, IPopulationAnalyzer {
#region Parameter properties
public SubScopesLookupParameter ValueParameter {
get { return (SubScopesLookupParameter)Parameters["Value"]; }
}
public ValueLookupParameter MinValueParameter {
get { return (ValueLookupParameter)Parameters["MinValue"]; }
}
public ValueLookupParameter AverageValueParameter {
get { return (ValueLookupParameter)Parameters["AverageValue"]; }
}
public ValueLookupParameter MaxValueParameter {
get { return (ValueLookupParameter)Parameters["MaxValue"]; }
}
public ValueLookupParameter ValuesParameter {
get { return (ValueLookupParameter)Parameters["Values"]; }
}
public ValueLookupParameter ResultsParameter {
get { return (ValueLookupParameter)Parameters["Results"]; }
}
#endregion
[StorableConstructor]
private PopulationMinAverageMaxValueAnalyzer(bool deserializing) : base() { }
public PopulationMinAverageMaxValueAnalyzer()
: base() {
Initialize();
}
private void Initialize() {
#region Create parameters
Parameters.Add(new SubScopesLookupParameter("Value", "The value contained in each solution which should be analyzed."));
Parameters.Add(new ValueLookupParameter("MinValue", "The minimum of the value."));
Parameters.Add(new ValueLookupParameter("AverageValue", "The average of the value."));
Parameters.Add(new ValueLookupParameter("MaxValue", "The maximum of the value."));
Parameters.Add(new ValueLookupParameter("Values", "The data table to store the minimum, average and maximum of the value."));
Parameters.Add(new ValueLookupParameter("Results", "The results collection where the analysis values should be stored."));
#endregion
#region Create operators
MinAverageMaxValueCalculator minAverageMaxValueCalculator = new MinAverageMaxValueCalculator();
DataTableValuesCollector dataTableValuesCollector = new DataTableValuesCollector();
ResultsCollector resultsCollector = new ResultsCollector();
minAverageMaxValueCalculator.AverageValueParameter.ActualName = "AverageValue";
minAverageMaxValueCalculator.MaxValueParameter.ActualName = "MaxValue";
minAverageMaxValueCalculator.MinValueParameter.ActualName = "MinValue";
minAverageMaxValueCalculator.ValueParameter.ActualName = "Value";
dataTableValuesCollector.CollectedValues.Add(new LookupParameter("Minimum Value", null, "MinValue"));
dataTableValuesCollector.CollectedValues.Add(new LookupParameter("Average Value", null, "AverageValue"));
dataTableValuesCollector.CollectedValues.Add(new LookupParameter("Maximum Value", null, "MaxValue"));
dataTableValuesCollector.DataTableParameter.ActualName = "Values";
resultsCollector.CollectedValues.Add(new LookupParameter("Minimum Value", null, "MinValue"));
resultsCollector.CollectedValues.Add(new LookupParameter("Average Value", null, "AverageValue"));
resultsCollector.CollectedValues.Add(new LookupParameter("Maximum Value", null, "MaxValue"));
resultsCollector.CollectedValues.Add(new LookupParameter("Values"));
resultsCollector.ResultsParameter.ActualName = "Results";
#endregion
#region Create operator graph
OperatorGraph.InitialOperator = minAverageMaxValueCalculator;
minAverageMaxValueCalculator.Successor = dataTableValuesCollector;
dataTableValuesCollector.Successor = resultsCollector;
resultsCollector.Successor = null;
#endregion
}
}
}