org.ejml.dense.row.decomposition.hessenberg

Class TridiagonalDecompositionHouseholderOrig_FDRM

java.lang.Object

org.ejml.dense.row.decomposition.hessenberg.TridiagonalDecompositionHouseholderOrig_FDRM

public class TridiagonalDecompositionHouseholderOrig_FDRM
extends java.lang.Object

A straight forward implementation from "Fundamentals of Matrix Computations," Second Edition.

This is only saved to provide a point of reference in benchmarks.

Constructor Summary

Constructors

Constructor and Description
TridiagonalDecompositionHouseholderOrig_FDRM()

Method Summary

Modifier and Type	Method and Description
void	decompose(org.ejml.data.FMatrixRMaj A) Decomposes the provided symmetric matrix.
float	getGamma(int index)
org.ejml.data.FMatrixRMaj	getQ(org.ejml.data.FMatrixRMaj Q) An orthogonal matrix that has the following property: T = QTAQ
org.ejml.data.FMatrixRMaj	getQT() Returns the interal matrix where the decomposed results are stored.
org.ejml.data.FMatrixRMaj	getT(org.ejml.data.FMatrixRMaj T) Extracts the tridiagonal matrix found in the decomposition.
void	householderSymmetric(int row, float gamma) Performs the householder operations on left and right and side of the matrix.
void	init(org.ejml.data.FMatrixRMaj A) If needed declares and sets up internal data structures.

Methods inherited from class java.lang.Object

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

Constructor Detail

TridiagonalDecompositionHouseholderOrig_FDRM

public TridiagonalDecompositionHouseholderOrig_FDRM()

Method Detail

getQT

public org.ejml.data.FMatrixRMaj getQT()

Returns the interal matrix where the decomposed results are stored.

Returns:

getT

public org.ejml.data.FMatrixRMaj getT(org.ejml.data.FMatrixRMaj T)

Extracts the tridiagonal matrix found in the decomposition.

Parameters:

T - If not null then the results will be stored here. Otherwise a new matrix will be created.

Returns:

The extracted T matrix.

getQ

public org.ejml.data.FMatrixRMaj getQ(org.ejml.data.FMatrixRMaj Q)

An orthogonal matrix that has the following property: T = Q^TAQ

Parameters:

Q - If not null then the results will be stored here. Otherwise a new matrix will be created.

Returns:

The extracted Q matrix.

decompose

public void decompose(org.ejml.data.FMatrixRMaj A)

Decomposes the provided symmetric matrix.

Parameters:

A - Symmetric matrix that is going to be decomposed. Not modified.

householderSymmetric

public void householderSymmetric(int row,
                                 float gamma)

Performs the householder operations on left and right and side of the matrix. Q^TAQ

Parameters:

row - Specifies the submatrix.

gamma - The gamma for the householder operation

init

public void init(org.ejml.data.FMatrixRMaj A)

If needed declares and sets up internal data structures.

Parameters:

A - Matrix being decomposed.

getGamma

public float getGamma(int index)