//
// Math.NET Numerics, part of the Math.NET Project
// http://numerics.mathdotnet.com
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using System;
namespace IStation.Numerics.Optimization.ObjectiveFunctions
{
internal class LazyScalarObjectiveFunctionEvaluation : IScalarObjectiveFunctionEvaluation
{
double? _value;
double? _derivative;
double? _secondDerivative;
readonly ScalarObjectiveFunction _objectiveObject;
readonly double _point;
public LazyScalarObjectiveFunctionEvaluation(ScalarObjectiveFunction f, double point)
{
_objectiveObject = f;
_point = point;
}
double SetValue()
{
_value = _objectiveObject.Objective(_point);
return _value.Value;
}
double SetDerivative()
{
_derivative = _objectiveObject.Derivative(_point);
return _derivative.Value;
}
double SetSecondDerivative()
{
_secondDerivative = _objectiveObject.SecondDerivative(_point);
return _secondDerivative.Value;
}
public double Point => _point;
public double Value => _value ?? SetValue();
public double Derivative => _derivative ?? SetDerivative();
public double SecondDerivative => _secondDerivative ?? SetSecondDerivative();
}
internal class ScalarObjectiveFunction : IScalarObjectiveFunction
{
public Func Objective { get; }
public Func Derivative { get; }
public Func SecondDerivative { get; }
public ScalarObjectiveFunction(Func objective)
{
Objective = objective;
Derivative = null;
SecondDerivative = null;
}
public ScalarObjectiveFunction(Func objective, Func derivative)
{
Objective = objective;
Derivative = derivative;
SecondDerivative = null;
}
public ScalarObjectiveFunction(Func objective, Func derivative, Func secondDerivative)
{
Objective = objective;
Derivative = derivative;
SecondDerivative = secondDerivative;
}
public bool IsDerivativeSupported => Derivative != null;
public bool IsSecondDerivativeSupported => SecondDerivative != null;
public IScalarObjectiveFunctionEvaluation Evaluate(double point)
{
return new LazyScalarObjectiveFunctionEvaluation(this, point);
}
}
}