source: branches/2780_SAPBA/HeuristicLab.Algorithms.SAPBA/Problems/SurrogateProblem.cs @ 16323

using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Encodings.RealVectorEncoding;
using HeuristicLab.Optimization;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;

namespace HeuristicLab.Algorithms.SAPBA {
  [StorableClass]
  [Item("Surrogate problem (single-objective)", "Wrapper for a problem that allows surrogate models to mitigate some of the work")]
  public class SurrogateProblem : SingleObjectiveBasicProblem<RealVectorEncoding> {

    [Storable]
    private ISurrogateStrategy Strategy;

    #region HLConstructors
    [StorableConstructor]
    protected SurrogateProblem(bool deserializing) : base(deserializing) { }
    [StorableHook(HookType.AfterDeserialization)]
    private void AfterDeserialization() { }
    protected SurrogateProblem(SurrogateProblem original, Cloner cloner) : base(original, cloner) {
      Strategy = original?.Strategy;
    }
    public override IDeepCloneable Clone(Cloner cloner) { return new SurrogateProblem(this, cloner); }
    public SurrogateProblem() {
    }
    #endregion

    public override double Evaluate(Individual individual, IRandom random) {
      return Strategy.Evaluate(individual.RealVector(), random);
    }
    public override void Analyze(Individual[] individuals, double[] qualities, ResultCollection results, IRandom random) {
      base.Analyze(individuals, qualities, results, random);
      Strategy.Analyze(individuals, qualities, results, random);
    }

    public override bool Maximization { get; }

    public void SetStrategy(ISurrogateStrategy strategy) {
      Strategy = strategy;
    }
    public void SetProblem(SingleObjectiveBasicProblem<IEncoding> expensiveProblem) {
      if (expensiveProblem != null) Encoding = expensiveProblem.Encoding as RealVectorEncoding;
    }

  }
}