org.ejml.alg.block.decomposition.chol

Class CholeskyOuterForm_B64

java.lang.Object

org.ejml.alg.block.decomposition.chol.CholeskyOuterForm_B64

All Implemented Interfaces:

CholeskyDecomposition<BlockMatrix64F>, DecompositionInterface<BlockMatrix64F>

public class CholeskyOuterForm_B64
extends java.lang.Object
implements CholeskyDecomposition<BlockMatrix64F>

Block Cholesky using outer product form. The original matrix is stored and modified.

Based on the description provided in "Fundamentals of Matrix Computations" 2nd Ed. by David S. Watkins.

Constructor Summary

Constructors

Constructor and Description
CholeskyOuterForm_B64(boolean lower) Creates a new BlockCholeskyOuterForm

Method Summary

Modifier and Type	Method and Description
Complex64F	computeDeterminant() Computes the matrix's determinant using the decomposition.
boolean	decompose(BlockMatrix64F A) Decomposes the provided matrix and stores the result in the same matrix.
BlockMatrix64F	getT(BlockMatrix64F T) Returns the triangular matrix from the decomposition.
boolean	inputModified() Is the input matrix to DecompositionInterface.decompose(org.ejml.data.Matrix) is modified during the decomposition process.
boolean	isLower() If true the decomposition was for a lower triangular matrix.

Methods inherited from class java.lang.Object

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

Constructor Detail

CholeskyOuterForm_B64

public CholeskyOuterForm_B64(boolean lower)

Creates a new BlockCholeskyOuterForm

Parameters:

lower - Should it decompose it into a lower triangular matrix or not.

Method Detail

decompose

public boolean decompose(BlockMatrix64F A)

Decomposes the provided matrix and stores the result in the same matrix.

Specified by:

decompose in interface DecompositionInterface<BlockMatrix64F>

Parameters:

A - Matrix that is to be decomposed. Modified.

Returns:

If it succeeded or not.

isLower

public boolean isLower()

Description copied from interface: CholeskyDecomposition

If true the decomposition was for a lower triangular matrix. If false it was for an upper triangular matrix.

Specified by:

isLower in interface CholeskyDecomposition<BlockMatrix64F>

Returns:

True if lower, false if upper.

getT

public BlockMatrix64F getT(BlockMatrix64F T)

Description copied from interface: CholeskyDecomposition

Returns the triangular matrix from the decomposition.

If an input is provided that matrix is used to write the results to. Otherwise a new matrix is created and the results written to it.

Specified by:

getT in interface CholeskyDecomposition<BlockMatrix64F>

Parameters:

T - If not null then the decomposed matrix is written here.

Returns:

A lower or upper triangular matrix.

computeDeterminant

public Complex64F computeDeterminant()

Description copied from interface: CholeskyDecomposition

Computes the matrix's determinant using the decomposition.

Specified by:

computeDeterminant in interface CholeskyDecomposition<BlockMatrix64F>

Returns:

The determinant.

inputModified

public boolean inputModified()

Description copied from interface: DecompositionInterface

Is the input matrix to DecompositionInterface.decompose(org.ejml.data.Matrix) is modified during the decomposition process.

Specified by:

inputModified in interface DecompositionInterface<BlockMatrix64F>

Returns:

true if the input matrix to decompose() is modified.