Numerics

Collaboration diagram for Numerics:

Modules
	Optimizers

Classes
class	itk::AmoebaOptimizer
class	itk::ConjugateGradientOptimizer
class	CostFunction
class	itk::CumulativeGaussianCostFunction
class	itk::CumulativeGaussianOptimizer
class	itk::ExhaustiveOptimizer
class	itk::FRPROptimizer
class	itk::GradientDescentOptimizer
class	itk::InitializationBiasedParticleSwarmOptimizer
class	itk::KalmanLinearEstimator< T, VEstimatorDimension >
class	itk::LBFGSBOptimizer
class	itk::LBFGSBOptimizerv4
class	itk::LBFGSOptimizer
class	itk::LevenbergMarquardtOptimizer
class	itk::MultipleValuedCostFunction
class	itk::MultipleValuedNonLinearOptimizer
class	itk::MultipleValuedNonLinearVnlOptimizer
class	itk::MultipleValuedVnlCostFunctionAdaptor
class	itk::NonLinearOptimizer
class	itk::OnePlusOneEvolutionaryOptimizer
class	itk::Optimizer
class	itk::ParticleSwarmOptimizer
class	itk::ParticleSwarmOptimizerBase
class	itk::PowellOptimizer
class	itk::QuaternionRigidTransformGradientDescentOptimizer
class	itk::RegularStepGradientDescentBaseOptimizer
class	itk::RegularStepGradientDescentOptimizer
class	itk::ShapePriorMAPCostFunction< TFeatureImage, TOutputPixel >
class	itk::ShapePriorMAPCostFunctionBase< TFeatureImage, TOutputPixel >
class	itk::SingleValuedCostFunction
class	itk::SingleValuedCostFunctionv4Template< TInternalComputationValueType >
class	itk::SingleValuedNonLinearOptimizer
class	itk::SingleValuedNonLinearVnlOptimizer
class	itk::SingleValuedVnlCostFunctionAdaptor
class	itk::VersorTransformOptimizer

Detailed Description

ITK provides support for numerical operations at two levels. First, ITK uses an external library called VNL, which is one component of the VXL toolkit. This library provides linear algebra, optimization, and FFTs. Second, ITK provides numerical optimizers designed for the registration framework and statistical classes designed to be used for classification and segmentation.