mitkReducedChiSquareFitCostFunction.cpp

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/*============================================================================

The Medical Imaging Interaction Toolkit (MITK)

Copyright (c) German Cancer Research Center (DKFZ)
All rights reserved.

Use of this source code is governed by a 3-clause BSD license that can be
found in the LICENSE file.

============================================================================*/

#include "mitkReducedChiSquareFitCostFunction.h"
#include "mitkModelBase.h"

mitk::ReducedChiSquareFitCostFunction::MeasureType mitk::ReducedChiSquareFitCostFunction::CalcMeasure(const ParametersType &/*parameters*/, const SignalType &signal) const
{
    MeasureType measure = 0.0;

    mitk::ModelBase::TimeGridType grid = Superclass::GetModel()->GetTimeGrid();

    mitk::ModelBase::ParametersSizeType numberOfParameters = Superclass::GetModel()->GetNumberOfParameters();

    mitk::ModelBase::ParametersSizeType numberOfTimeSteps = (Superclass::GetModel()->GetTimeGrid()).GetSize();


    double dt = 0.0;
    for(SignalType::size_type i=0; i<signal.GetSize(); ++i)
    {
        if(i==0)
        {
            dt = grid(i+1) - grid(i);
        }
        else
        {
            dt = grid(i) - grid(i-1);
        }

      measure += (m_Sample[i] - signal[i]) *  (m_Sample[i] - signal[i]) * dt/m_Sample[i];
    }

    measure = measure / (numberOfTimeSteps - numberOfParameters);

    return measure;


}