#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 System;
using System.Collections.Generic;
using System.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Optimization {
[StorableClass]
public abstract class Problem : Problem,
IHeuristicOptimizationProblem, IProblemDefinition, IStorableContent
where TEncoding : class, IEncoding
where TSolution : class, ISolution
where TEvaluator : class, IEvaluator {
public string Filename { get; set; } // TODO: Really okay here? should be in Problem (non-generic)
//TODO remove parametr for encoding?
protected IValueParameter EncodingParameter {
get { return (IValueParameter)Parameters["Encoding"]; }
}
//mkommend necessary for reuse of operators if the encoding changes
private TEncoding oldEncoding;
public TEncoding Encoding {
get { return EncodingParameter.Value; }
protected set {
if (value == null) throw new ArgumentNullException("Encoding must not be null.");
EncodingParameter.Value = value;
}
}
ISolutionCreator IHeuristicOptimizationProblem.SolutionCreator {
get { return Encoding.SolutionCreator; }
}
IParameter IHeuristicOptimizationProblem.SolutionCreatorParameter {
get { return Encoding.SolutionCreatorParameter; }
}
event EventHandler IHeuristicOptimizationProblem.SolutionCreatorChanged {
add { Encoding.SolutionCreatorChanged += value; }
remove { Encoding.SolutionCreatorChanged -= value; }
}
//TODO is a parameter for the evaluator really necessary, only single-objective or multi-objective evulators calling the func are possible
public ValueParameter EvaluatorParameter {
get { return (ValueParameter)Parameters["Evaluator"]; }
}
public TEvaluator Evaluator {
get { return EvaluatorParameter.Value; }
protected set { EvaluatorParameter.Value = value; }
}
IEvaluator IHeuristicOptimizationProblem.Evaluator { get { return Evaluator; } }
IParameter IHeuristicOptimizationProblem.EvaluatorParameter { get { return EvaluatorParameter; } }
public event EventHandler EvaluatorChanged;
protected virtual void OnEvaluatorChanged() {
EventHandler handler = EvaluatorChanged;
if (handler != null)
handler(this, EventArgs.Empty);
}
// TODO: There is no way to access the Operators collection other than through OperatorParameter.Value
protected override IEnumerable GetOperators() {
if (Encoding == null) return base.GetOperators();
return base.GetOperators().Concat(Encoding.Operators);
}
public override IEnumerable ExecutionContextItems {
get {
if (Encoding == null) return base.ExecutionContextItems;
return base.ExecutionContextItems.Concat(new[] { Encoding });
}
}
protected Problem()
: base() {
Parameters.Add(new ValueParameter("Encoding", "Describes the configuration of the encoding, what the variables are called, what type they are and their bounds if any."));
Parameters.Add(new ValueParameter("Evaluator", "The operator used to evaluate a solution."));
if (Encoding != null) {
oldEncoding = Encoding;
Parameterize();
}
RegisterEvents();
}
protected Problem(TEncoding encoding) {
if (encoding == null) throw new ArgumentNullException("encoding");
Parameters.Add(new ValueParameter("Encoding", "Describes the configuration of the encoding, what the variables are called, what type they are and their bounds if any.", encoding));
Parameters.Add(new ValueParameter("Evaluator", "The operator used to evaluate a solution."));
oldEncoding = Encoding;
Parameterize();
RegisterEvents();
}
protected Problem(Problem original, Cloner cloner)
: base(original, cloner) {
oldEncoding = cloner.Clone(original.oldEncoding);
RegisterEvents();
}
[StorableConstructor]
protected Problem(bool deserializing) : base(deserializing) { }
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
oldEncoding = Encoding;
RegisterEvents();
}
private void RegisterEvents() {
EncodingParameter.ValueChanged += (o, e) => OnEncodingChanged();
EvaluatorParameter.ValueChanged += (o, e) => OnEvaluatorChanged();
//var multiEncoding = Encoding as MultiEncoding;
//if (multiEncoding != null) multiEncoding.EncodingsChanged += MultiEncodingOnEncodingsChanged;
}
protected virtual void OnEncodingChanged() {
Parameterize();
OnOperatorsChanged();
OnReset();
}
private void Parameterize() {
if (oldEncoding != null) {
AdaptEncodingOperators(oldEncoding, Encoding);
//var oldMultiEncoding = oldEncoding as MultiEncoding;
//if (oldMultiEncoding != null)
// oldMultiEncoding.EncodingsChanged -= MultiEncodingOnEncodingsChanged;
}
oldEncoding = Encoding;
foreach (var op in Operators.OfType>())
op.EncodingParameter.ActualName = EncodingParameter.Name;
//var multiEncoding = Encoding as MultiEncoding;
//if (multiEncoding != null) multiEncoding.EncodingsChanged += MultiEncodingOnEncodingsChanged;
}
//protected override void OnSolutionCreatorChanged() {
// base.OnSolutionCreatorChanged();
// Encoding.SolutionCreator = SolutionCreator;
//}
private static void AdaptEncodingOperators(IEncoding oldEncoding, IEncoding newEncoding) {
if (oldEncoding.GetType() != newEncoding.GetType()) return;
if (oldEncoding is CombinedEncoding) {
var oldMultiEncoding = (CombinedEncoding)oldEncoding;
var newMultiEncoding = (CombinedEncoding)newEncoding;
if (!oldMultiEncoding.Encodings.SequenceEqual(newMultiEncoding.Encodings, new TypeEqualityComparer())) return;
var nestedEncodings = oldMultiEncoding.Encodings.Zip(newMultiEncoding.Encodings, (o, n) => new { oldEnc = o, newEnc = n });
foreach (var multi in nestedEncodings)
AdaptEncodingOperators(multi.oldEnc, multi.newEnc);
}
var comparer = new TypeEqualityComparer();
var cloner = new Cloner();
var oldOperators = oldEncoding.Operators;
var newOperators = newEncoding.Operators;
cloner.RegisterClonedObject(oldEncoding, newEncoding);
var operators = oldOperators.Intersect(newOperators, comparer)
.Select(cloner.Clone)
.Union(newOperators, comparer).ToList();
newEncoding.ConfigureOperators(operators);
newEncoding.Operators = operators;
}
}
}