19 #ifndef __itkAdaptiveStochasticGradientDescentOptimizer_h 20 #define __itkAdaptiveStochasticGradientDescentOptimizer_h 22 #include "../StandardGradientDescent/itkStandardGradientDescentOptimizer.h" 102 itkSetMacro( UseAdaptiveStepSizes,
bool );
103 itkGetConstMacro( UseAdaptiveStepSizes,
bool );
107 itkSetMacro( SigmoidMax,
double );
108 itkGetConstMacro( SigmoidMax,
double );
112 itkSetMacro( SigmoidMin,
double );
113 itkGetConstMacro( SigmoidMin,
double );
117 itkSetMacro( SigmoidScale,
double );
118 itkGetConstMacro( SigmoidScale,
double );
152 #endif // end #ifndef __itkAdaptiveStochasticGradientDescentOptimizer_h
Superclass::StopConditionType StopConditionType
virtual void UpdateCurrentTime(void)
Superclass::CostFunctionType CostFunctionType
Superclass::ParametersType ParametersType
AdaptiveStochasticGradientDescentOptimizer()
StandardGradientDescentOptimizer Superclass
SmartPointer< Self > Pointer
bool m_UseAdaptiveStepSizes
Superclass::ScalesType ScalesType
This class implements a gradient descent optimizer with a decaying gain.
Superclass::StopConditionType StopConditionType
Superclass::ScaledCostFunctionPointer ScaledCostFunctionPointer
Superclass::ScaledCostFunctionPointer ScaledCostFunctionPointer
SmartPointer< const Self > ConstPointer
Superclass::ParametersType ParametersType
Superclass::DerivativeType DerivativeType
This class implements a gradient descent optimizer with adaptive gain.
Superclass::CostFunctionType CostFunctionType
Superclass::DerivativeType DerivativeType
Superclass::MeasureType MeasureType
Superclass::MeasureType MeasureType
virtual ~AdaptiveStochasticGradientDescentOptimizer()
Superclass::ScalesType ScalesType
Superclass::ScaledCostFunctionType ScaledCostFunctionType
Superclass::ScaledCostFunctionType ScaledCostFunctionType
AdaptiveStochasticGradientDescentOptimizer Self
DerivativeType m_PreviousGradient
void operator=(const Self &)