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/*=========================================================================
*
* Copyright NumFOCUS
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* https://www.apache.org/licenses/LICENSE-2.0.txt
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
*=========================================================================*/
#ifndef itkMultipleValuedCostFunction_h
#define itkMultipleValuedCostFunction_h
#include "itkCostFunction.h"
#include "itkArray2D.h"
#include "itkNumericTraits.h"
#include "ITKOptimizersExport.h"
namespace itk
{
/** \class MultipleValuedCostFunction
* \brief This class is a base for the CostFunctions returning a
* multiple values
* \ingroup Numerics Optimizers
* \ingroup ITKOptimizers
*/
class ITKOptimizers_EXPORT MultipleValuedCostFunction : public CostFunction
{
public:
ITK_DISALLOW_COPY_AND_MOVE(MultipleValuedCostFunction);
/** Standard class type aliases. */
using Self = MultipleValuedCostFunction;
using Superclass = CostFunction;
using Pointer = SmartPointer<Self>;
using ConstPointer = SmartPointer<const Self>;
/** \see LightObject::GetNameOfClass() */
itkOverrideGetNameOfClassMacro(MultipleValuedCostFunction);
/** ParametersType type alias.
* It defines a position in the optimization search space. */
using ParametersType = Superclass::ParametersType;
/** MeasureType type alias.
* It defines a type used to return the cost function value. */
using MeasureType = Array<double>;
/** DerivativeType type alias.
* It defines a type used to return the cost function derivative. */
using DerivativeType = Array2D<double>;
/** This method returns the value of the cost function corresponding
* to the specified parameters.
* This method MUST be overloaded by derived classes */
virtual MeasureType
GetValue(const ParametersType & parameters) const = 0;
/** Return the number of values that are computed by the
* multivalued cost function.
* This method MUST be overloaded by derived classes */
virtual unsigned int
GetNumberOfValues() const = 0;
/** This method returns the derivative of the cost function corresponding
* to the specified parameters
* This method MUST be overloaded by derived classes */
virtual void
GetDerivative(const ParametersType & parameters, DerivativeType & derivative) const = 0;
protected:
MultipleValuedCostFunction() = default;
~MultipleValuedCostFunction() override;
};
} // end namespace itk
#endif
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