#region License Information /* HeuristicLab * Copyright (C) 2002-2011 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 System; using System.Linq; using HeuristicLab.Analysis; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Data; using HeuristicLab.Parameters; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; using System.Collections.Generic; using System.Text; using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding; namespace HeuristicLab.Problems.DataAnalysis.Symbolic { [Item("SymbolicDataAnalysisAlleleFrequencyAnalyzer", "")] [StorableClass] public sealed class SymbolicDataAnalysisAlleleFrequencyAnalyzer : AlleleFrequencyAnalyzer, ISymbolicDataAnalysisAnalyzer { private const string AlleleTreeDepthParameterName = "AlleleTreeDepth"; #region parameter properties public IScopeTreeLookupParameter SymbolicExpressionTreeParameter { get { return SolutionParameter; } } public ILookupParameter ResultCollectionParameter { get { return ResultsParameter; } } public IValueParameter AlleleTreeDepthParameter { get { return (IFixedValueParameter)Parameters[AlleleTreeDepthParameterName]; } } #endregion #region properties public int AlleleTreeDepth { get { return AlleleTreeDepthParameter.Value.Value; } set { AlleleTreeDepthParameter.Value.Value = value; } } #endregion [StorableConstructor] private SymbolicDataAnalysisAlleleFrequencyAnalyzer(bool deserializing) : base(deserializing) { } private SymbolicDataAnalysisAlleleFrequencyAnalyzer(SymbolicDataAnalysisAlleleFrequencyAnalyzer original, Cloner cloner) : base(original, cloner) { } public SymbolicDataAnalysisAlleleFrequencyAnalyzer() : base() { Parameters.Add(new FixedValueParameter(AlleleTreeDepthParameterName, "The depth of subtrees that should be considered as allele", new IntValue(2))); } public override IDeepCloneable Clone(Cloner cloner) { return new SymbolicDataAnalysisAlleleFrequencyAnalyzer(this, cloner); } protected override Allele[] CalculateAlleles(ISymbolicExpressionTree solution) { List alleles = new List(); foreach (var subtree in GetAllSubtreesOfDepth(solution, AlleleTreeDepth)) { alleles.Add(GetAlleleFromSubtreeOfDepth(subtree, AlleleTreeDepth)); } return alleles.ToArray(); } private Allele GetAlleleFromSubtreeOfDepth(ISymbolicExpressionTreeNode tree, int d) { string textualRepresentation = GetTextualRepresentationFromSubtreeOfDepth(tree, d); return new Allele(textualRepresentation); } private string GetTextualRepresentationFromSubtreeOfDepth(ISymbolicExpressionTreeNode tree, int d) { if (d == 0) return ""; StringBuilder builder = new StringBuilder(); builder.Append("(" + tree.ToString()); for (int i = 0; i < tree.SubtreesCount; i++) { builder.Append(" " + GetTextualRepresentationFromSubtreeOfDepth(tree.GetSubtree(i), d - 1)); } builder.Append(")"); return builder.ToString(); } private IEnumerable GetAllSubtreesOfDepth(ISymbolicExpressionTree solution, int d) { return from node in solution.IterateNodesPostfix() where node.GetDepth() >= d select node; } } }