sgpp::solver Namespace Reference

Classes
class	AdamsBashforth
	This class implements the explicit Adams-Bashforth method for solving ordinary partial equations. More...
class	BiCGStab
class	BiCGStabSP
class	ConjugateGradients
class	ConjugateGradientsSP
class	CrankNicolson
	This class implements the Crank-Nicolson method for solving ordinary partial equations. More...
class	ElasticNetFunction
	The ElasticNetFunction class. More...
class	Euler
	This class implements the explicit and implicit Euler method for solving ordinary partial equations. More...
class	Fista
	Fast Iterative Shrinkage Tresholding Algorithm is a solver for least-squares problems. More...
class	FistaBase
class	GroupLassoFunction
	The GroupLassoFunction class. More...
class	LassoFunction
	The LassoFunction class. More...
class	ODESolver
class	OperationParabolicPDESolverSystem
	Abstract definition of a System that is used to solve parabolic partial differential equations. More...
class	RegularizationFunction
	The RegularizationFunction class is a baseclass for regularization functions that can be used in conjunction with a proximal solver. More...
class	RidgeFunction
	The RidgeFunction class. More...
class	SGSolver
	Abstract class that defines a solver used in Sparse Grids Applications. More...
class	SGSolverSP
	Abstract class that defines a solver used in Sparse Grids Applications. More...
class	SLESolver
struct	SLESolverConfiguration
class	SLESolverSP
struct	SLESolverSPConfiguration
class	StepsizeControl
	This class implements a step size control using Adams-Bashforth and Crank-Nicolson for solving ordinary partial equations. More...
class	StepsizeControlBDF
	This class implements a step size control using the midpoint method and BDF2 for solving ordinary partial equations. More...
class	StepsizeControlEJ
	This class implements a time step size control using 1D-Diffusion for solving ordinary partial equations. More...
class	StepsizeControlH
	This class implements a step size control using Crank-Nicolson with different step sizes for solving ordinary partial equations. More...
class	StepsizeControlMC
	This class implements a step size control using Adams-Bashforth and Crank-Nicolson for solving ordinary partial equations. More...
class	VarTimestep
	This class implements a step size control using Adams-Bashforth and Crank-Nicolson for solving ordinary partial equations. More...
class	ZeroFunction
	The ZeroFunction class. More...

Enumerations
enum	SLESolverType { SLESolverType::CG, SLESolverType::BiCGSTAB, SLESolverType::FISTA }
	enum to address different SLE solvers in a standardized way More...

Functions
void	validate (boost::any &v, const std::vector< std::string > &values, sgpp::solver::SLESolverType *target_type, int)

Enumeration Type Documentation

SLESolverType

enum sgpp::solver::SLESolverType

strong

enum to address different SLE solvers in a standardized way

Enumerator
CG
BiCGSTAB
FISTA

Function Documentation

validate()

void sgpp::solver::validate	(	boost::any &	v,
		const std::vector< std::string > &	values,
		sgpp::solver::SLESolverType *	target_type,
		int
	)

References BiCGSTAB, CG, and create_scripts::s.