#region License Information /* HeuristicLab * Copyright (C) 2002-2015 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.Analysis; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Operators; using HeuristicLab.Optimization; using HeuristicLab.Parameters; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; namespace HeuristicLab.Problems.DataAnalysis.Symbolic { [Item("SchemaCleanupOperator", "Operator which removes the schemas from the global scope after they have been evaluated.")] [StorableClass] public class DiversificationStatisticsOperator : SingleSuccessorOperator { private const string NumberOfChangedTreesParameterName = "NumberOfChangedTrees"; private const string NumberOfSchemasParameterName = "NumberOfSchemas"; private const string AverageSchemaLengthParameterName = "AverageSchemaLength"; private const string ResultCollectionParameterName = "Results"; private const string EvaluatedSolutionsParameterName = "EvaluatedSolutions"; public ILookupParameter NumberOfChangedTreesParameter { get { return (ILookupParameter)Parameters[NumberOfChangedTreesParameterName]; } } public ILookupParameter NumberOfSchemasParameter { get { return (ILookupParameter)Parameters[NumberOfSchemasParameterName]; } } public ILookupParameter AverageSchemaLengthParameter { get { return (ILookupParameter)Parameters[AverageSchemaLengthParameterName]; } } public ILookupParameter ResultCollectionParameter { get { return (ILookupParameter)Parameters[ResultCollectionParameterName]; } } public ILookupParameter EvaluatedSolutionsParameter { get { return (ILookupParameter)Parameters[EvaluatedSolutionsParameterName]; } } private int evaluatedSolutionsTracker; public DiversificationStatisticsOperator() { Parameters.Add(new LookupParameter(NumberOfChangedTreesParameterName)); Parameters.Add(new LookupParameter(NumberOfSchemasParameterName)); Parameters.Add(new LookupParameter(AverageSchemaLengthParameterName)); Parameters.Add(new LookupParameter(ResultCollectionParameterName)); Parameters.Add(new LookupParameter(EvaluatedSolutionsParameterName)); } public override void ClearState() { evaluatedSolutionsTracker = 0; base.ClearState(); } protected DiversificationStatisticsOperator(DiversificationStatisticsOperator original, Cloner cloner) : base(original, cloner) { } public override IDeepCloneable Clone(Cloner cloner) { return new DiversificationStatisticsOperator(this, cloner); } [StorableConstructor] protected DiversificationStatisticsOperator(bool deserializing) : base(deserializing) { } public override IOperation Apply() { var results = ResultCollectionParameter.ActualValue; DataTable table; if (!results.ContainsKey("NumberOfChangedTrees")) { table = new DataTable(); results.Add(new Result("NumberOfChangedTrees", table)); var row = new DataRow("Changed trees"); table.Rows.Add(row); } if (!results.ContainsKey("AverageSchemaLength")) { table = new DataTable(); results.Add(new Result("AverageSchemaLength", table)); var row = new DataRow("Average schema length"); table.Rows.Add(row); } if (!results.ContainsKey("NumberOfSchemas")) { table = new DataTable(); results.Add(new Result("NumberOfSchemas", table)); var row = new DataRow("Number of schemas"); table.Rows.Add(row); } if (!results.ContainsKey("EvaluatedSolutionsPerGeneration")) { table = new DataTable(); results.Add(new Result("EvaluatedSolutionsPerGeneration", table)); var row = new DataRow("Evaluated solutions"); table.Rows.Add(row); row.Values.Add(0); } var evaluatedSolutions = EvaluatedSolutionsParameter.ActualValue.Value - evaluatedSolutionsTracker; ((DataTable)results["NumberOfChangedTrees"].Value).Rows["Changed trees"].Values.Add(NumberOfChangedTreesParameter.ActualValue.Value); ((DataTable)results["AverageSchemaLength"].Value).Rows["Average schema length"].Values.Add(AverageSchemaLengthParameter.ActualValue.Value); ((DataTable)results["NumberOfSchemas"].Value).Rows["Number of schemas"].Values.Add(NumberOfSchemasParameter.ActualValue.Value); ((DataTable)results["EvaluatedSolutionsPerGeneration"].Value).Rows["Evaluated solutions"].Values.Add(evaluatedSolutions); evaluatedSolutionsTracker += evaluatedSolutions; return base.Apply(); } } }