#region License Information /* HeuristicLab * Copyright (C) 2002-2014 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.Linq; using HeuristicLab.Analysis; using HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.Optimization; using HeuristicLab.Persistence.Default.CompositeSerializers.Storable; namespace HeuristicLab.Problems.Programmable { [StorableClass] public abstract class MultiObjectiveProgrammableProblem : ProgrammableProblem, IMultiObjectiveProblemDefinition where TEncoding : class, IEncoding { [StorableConstructor] protected MultiObjectiveProgrammableProblem(bool deserializing) : base(deserializing) { } protected MultiObjectiveProgrammableProblem(MultiObjectiveProgrammableProblem original, Cloner cloner) : base(original, cloner) { ParameterizeOperators(); } protected MultiObjectiveProgrammableProblem() : base() { Operators.Add(Evaluator); Operators.Add(new BestScopeSolutionAnalyzer()); Operators.Add(new SingleObjectiveAnalyzer()); ParameterizeOperators(); } [StorableHook(HookType.AfterDeserialization)] private void AfterDeserialization() { ParameterizeOperators(); } public abstract bool[] Maximization { get; } public abstract double[] Evaluate(Individual individual, IRandom random); public virtual void Analyze(Individual[] individuals, double[][] qualities, ResultCollection results) { } protected override void OnEvaluatorChanged() { base.OnEvaluatorChanged(); ParameterizeOperators(); } protected override void ParameterizeOperators() { base.ParameterizeOperators(); foreach (var op in Operators.OfType()) op.EvaluateFunc = Evaluate; foreach (var op in Operators.OfType()) op.AnalyzeAction = Analyze; } } }