#region License Information /* HeuristicLab * Copyright (C) 2002-2008 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.Collections.Generic; using System.Linq; using System.Text; using HeuristicLab.DataAnalysis; using HeuristicLab.Core; using System.Xml; using System.Diagnostics; using HeuristicLab.Data; namespace HeuristicLab.GP.Boolean { internal class BooleanTreeInterpreter { private const double EPSILON = 0.00001; private Dataset dataset; private List expression; private int targetVariable; private int currentRow; private int pc; public void Reset(Dataset dataset, BakedFunctionTree tree, int targetVariable) { this.dataset = dataset; this.expression = tree.LinearRepresentation; this.targetVariable = targetVariable; } internal int GetNumberOfErrors(int start, int end) { int errors = 0; for (int i = start; i < end; i++) { pc = 0; currentRow = i; int result = Step() ? 1 : 0; if (Math.Abs(result - dataset.GetValue(i, targetVariable)) > EPSILON) errors++; } return errors; } internal bool Step() { LightWeightFunction curFun = expression[pc++]; int symbol = SymbolTable.MapFunction(curFun.functionType); switch (symbol) { case SymbolTable.AND: return Step() & Step(); case SymbolTable.OR: return Step() | Step(); case SymbolTable.NOT: return !Step(); case SymbolTable.XOR: return Step() ^ Step(); case SymbolTable.NAND: return !(Step() & Step()); case SymbolTable.NOR: return !(Step() | Step()); case SymbolTable.VARIABLE: return dataset.GetValue(currentRow, (int)curFun.data[0]) != 0.0; case SymbolTable.UNKNOWN: default: throw new InvalidOperationException(curFun.functionType.ToString()); } } } }