Package org.ddogleg.optimization

Class FactoryOptimizationSparse

java.lang.Object

org.ddogleg.optimization.FactoryOptimizationSparse

public class FactoryOptimizationSparse
extends Object

Factory for sparse optimization algorithms. These implementations/interfaces are designed to be easy to use and effective for most tasks. If more control is needed then create an implementation directly.

Constructor Summary

Constructors

Constructor	Description
FactoryOptimizationSparse()

Method Summary

Modifier and Type	Method	Description
static UnconLeastSqTrustRegion_F64<DMatrixSparseCSC>	cauchy(@Nullable ConfigTrustRegion config)	Creates a sparse trust region optimization using cauchy steps.
static UnconLeastSqTrustRegion_F64<DMatrixSparseCSC>	dogleg(@Nullable ConfigTrustRegion config)	Creates a sparse trust region optimization using dogleg steps.
static UnconLeastSqTrustRegionSchur_F64<DMatrixSparseCSC>	doglegSchur(@Nullable ConfigTrustRegion config)	Creates a sparse Schur Complement trust region optimization using dogleg steps.
static UnconstrainedLeastSquares<DMatrixSparseCSC>	leastSquares(ConfigNonLinearLeastSquares config)	Generic factory for any unconstrained least squares solver
static UnconstrainedLeastSquaresSchur<DMatrixSparseCSC>	leastSquaresSchur(ConfigNonLinearLeastSquares config)	Generic factory for any unconstrained least squares solver using Schur decomposition
static UnconLeastSqLevenbergMarquardt_F64<DMatrixSparseCSC>	levenbergMarquardt(@Nullable ConfigLevenbergMarquardt config)
static UnconLeastSqLevenbergMarquardtSchur_F64<DMatrixSparseCSC>	levenbergMarquardtSchur(@Nullable ConfigLevenbergMarquardt config)

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

FactoryOptimizationSparse

public FactoryOptimizationSparse()

Method Details

leastSquaresSchur

public static UnconstrainedLeastSquaresSchur<DMatrixSparseCSC> leastSquaresSchur(ConfigNonLinearLeastSquares config)

Generic factory for any unconstrained least squares solver using Schur decomposition

leastSquares

public static UnconstrainedLeastSquares<DMatrixSparseCSC> leastSquares(ConfigNonLinearLeastSquares config)

Generic factory for any unconstrained least squares solver

doglegSchur

public static UnconLeastSqTrustRegionSchur_F64<DMatrixSparseCSC> doglegSchur(@Nullable
 @Nullable ConfigTrustRegion config)

Creates a sparse Schur Complement trust region optimization using dogleg steps.

Parameters:

config - Trust region configuration

Returns:

The new optimization routine

See Also:

• UnconLeastSqTrustRegionSchur_F64

dogleg

public static UnconLeastSqTrustRegion_F64<DMatrixSparseCSC> dogleg(@Nullable
 @Nullable ConfigTrustRegion config)

Creates a sparse trust region optimization using dogleg steps.

Parameters:

config - Trust region configuration

Returns:

The new optimization routine

See Also:

• UnconLeastSqTrustRegion_F64

cauchy

public static UnconLeastSqTrustRegion_F64<DMatrixSparseCSC> cauchy(@Nullable
 @Nullable ConfigTrustRegion config)

Creates a sparse trust region optimization using cauchy steps.

Parameters:

config - Trust region configuration

Returns:

The new optimization routine

See Also:

• UnconLeastSqTrustRegion_F64

levenbergMarquardt

public static UnconLeastSqLevenbergMarquardt_F64<DMatrixSparseCSC> levenbergMarquardt(@Nullable
 @Nullable ConfigLevenbergMarquardt config)

levenbergMarquardtSchur

public static UnconLeastSqLevenbergMarquardtSchur_F64<DMatrixSparseCSC> levenbergMarquardtSchur(@Nullable
 @Nullable ConfigLevenbergMarquardt config)