RWLowerTriMat< TypeT > Class Template Reference

Encapsulates lower triangular matrices, which are zero above the diagonal. More...

#include <rw/lapack/ltrimat.h>

Public Member Functions
	RWLowerTriMat ()
	RWLowerTriMat (const RWLowerTriMat< double > &re, const RWLowerTriMat< double > &im)
	RWLowerTriMat (const RWLowerTriMat< TypeT > &A)
	RWLowerTriMat (const RWMathVec< TypeT > &data, unsigned n, unsigned nAgain)
	RWLowerTriMat (const typename rw_linear_algebra_traits< TypeT >::narrow_lower_tri_mat &re)
	RWLowerTriMat (unsigned n, unsigned nAgain)
RWRORef< TypeT >	bcref (int i, int j)
TypeT	bcset (int i, int j, TypeT x)
TypeT	bcval (int i, int j) const
unsigned	binaryStoreSize () const
unsigned	cols () const
RWLowerTriMat< TypeT >	copy () const
TypeT *	data ()
const RWMathVec< TypeT > &	dataVec () const
RWLowerTriMat< TypeT >	deepCopy () const
void	deepenShallowCopy ()
RWLowerTriMat< TypeT >	leadingSubmatrix (int k)
bool	operator!= (const RWLowerTriMat< TypeT > &X)
RWRORef< TypeT >	operator() (int i, int j)
TypeT	operator() (int i, int j) const
RWLowerTriMat< TypeT > &	operator*= (const RWLowerTriMat< TypeT > &m)
RWLowerTriMat< TypeT > &	operator*= (TypeT)
RWLowerTriMat< TypeT > &	operator+= (const RWLowerTriMat< TypeT > &m)
RWLowerTriMat< TypeT > &	operator-= (const RWLowerTriMat< TypeT > &m)
RWLowerTriMat< TypeT > &	operator/= (TypeT)
RWLowerTriMat< TypeT > &	operator= (const RWLowerTriMat< TypeT > &A)
bool	operator== (const RWLowerTriMat< TypeT > &X)
void	printOn (std::ostream &) const
RWRORef< TypeT >	ref (int i, int j)
RWLowerTriMat< TypeT > &	reference (RWLowerTriMat< TypeT > &m)
void	resize (unsigned m, unsigned n)
void	restoreFrom (RWFile &)
void	restoreFrom (RWvistream &)
unsigned	rows () const
void	saveOn (RWFile &) const
void	saveOn (RWvostream &) const
void	scanFrom (std::istream &)
TypeT	set (int i, int j, TypeT x)
TypeT	val (int i, int j) const
void	zero ()

Related Symbols
(Note that these are not member symbols.)
template<class TypeT >
RWLowerTriMat< typename rw_numeric_traits< TypeT >::norm_type >	abs (const RWLowerTriMat< TypeT > &A)
RWLowerTriMat< double >	arg (const RWLowerTriMat< DComplex > &A)
RWLowerTriMat< DComplex >	conj (const RWLowerTriMat< DComplex > &A)
RWLowerTriMat< double >	imag (const RWLowerTriMat< DComplex > &A)
template<class TypeT >
TypeT	maxValue (const RWLowerTriMat< TypeT > &A)
template<class TypeT >
TypeT	minValue (const RWLowerTriMat< TypeT > &A)
RWLowerTriMat< double >	norm (const RWLowerTriMat< DComplex > &A)
template<class TypeT >
RWLowerTriMat< TypeT >	operator* (const RWLowerTriMat< TypeT > &, const RWLowerTriMat< TypeT > &)
template<class TypeT >
RWLowerTriMat< TypeT >	operator* (const RWLowerTriMat< TypeT > &A, TypeT x)
template<class TypeT >
RWLowerTriMat< TypeT >	operator* (TypeT x, const RWLowerTriMat< TypeT > &A)
template<class TypeT >
RWLowerTriMat< TypeT >	operator+ (const RWLowerTriMat< TypeT > &)
template<class TypeT >
RWLowerTriMat< TypeT >	operator+ (const RWLowerTriMat< TypeT > &, const RWLowerTriMat< TypeT > &)
template<class TypeT >
RWLowerTriMat< TypeT >	operator- (const RWLowerTriMat< TypeT > &)
template<class TypeT >
RWLowerTriMat< TypeT >	operator- (const RWLowerTriMat< TypeT > &, const RWLowerTriMat< TypeT > &)
template<class TypeT >
RWLowerTriMat< TypeT >	operator/ (const RWLowerTriMat< TypeT > &, const RWLowerTriMat< TypeT > &)
template<class TypeT >
RWLowerTriMat< TypeT >	operator/ (const RWLowerTriMat< TypeT > &A, TypeT x)
template<class TypeT >
std::ostream &	operator<< (std::ostream &s, const RWLowerTriMat< TypeT > &m)
template<class TypeT >
std::istream &	operator>> (std::istream &s, RWLowerTriMat< TypeT > &m)
template<class TypeT >
RWMathVec< TypeT >	product (const RWLowerTriMat< TypeT > &A, const RWMathVec< TypeT > &x)
template<class TypeT >
RWMathVec< TypeT >	product (const RWMathVec< TypeT > &x, const RWLowerTriMat< TypeT > &A)
RWLowerTriMat< double >	real (const RWLowerTriMat< DComplex > &A)
template<class TypeT >
RWLowerTriMat< TypeT >	toLowerTriMat (const RWGenMat< TypeT > &A)
template<class TypeT >
RWUpperTriMat< TypeT >	transpose (const RWLowerTriMat< TypeT > &)

Detailed Description

template<class TypeT>
class RWLowerTriMat< TypeT >

A lower triangular matrix is 0 above the diagonal. The class RWLowerTriMat encapsulates lower triangular matrices.

Synopsis

#include <rw/lapack/ltrimat.h>
 
RWLowerTriMat<double> d;

Example

#include <rw/lapack/ltrimat.h>
 
int main() {
  RWLowerTriMat<DComplex> L(5, 5);
  L.leadingSubmatrix(2).zero();
  return 0;
}

Storage Scheme

The matrix is stored row by row. For example, the matrix:

\[ \begin{bmatrix} A_{11} & 0 & 0 & ... & 0 \\ A_{12} & A_{22} & 0 & ... & 0 \\ A_{13} & A_{23} & A_{33} & ... & 0 \\ . & & & & \\ . & & & & \\ . & & & & \\ A_{1n} & A_{2n} & A_{3n} & ... & A_{nn} \\ \end{bmatrix} \]

is stored as follows:

[ A11
  A12 A22
  A13 A23 A33
  ...
  A1n A2n A3n ... Ann ]

The mapping between the array and storage vector is as follows:

\[ A(i+1,j+1) \to vec[i(i+1)/2+j] \]

Constructor & Destructor Documentation

RWLowerTriMat() [1/6]

template<class TypeT >

RWLowerTriMat< TypeT >::RWLowerTriMat

(

)

Default constructor. Builds a matrix of size 0 x 0. This constructor is necessary to declare a matrix with no explicit constructor or to declare an array of matrices.

RWLowerTriMat() [2/6]

template<class TypeT >

RWLowerTriMat< TypeT >::RWLowerTriMat

(

const RWLowerTriMat< TypeT > &

A

)

Builds a copy of its argument, A. Note that the new matrix references A's data. To construct a matrix with its own copy of the data, use either the copy() or deepenShallowCopy() member functions.

RWLowerTriMat() [3/6]

template<class TypeT >

RWLowerTriMat< TypeT >::RWLowerTriMat	(	unsigned	n,
		unsigned	nAgain )

Defines an uninitialized matrix of size n x nAgain. Both arguments must be equal or a runtime error occurs. This constructor is used, rather than a constructor that takes only a single argument, to avoid type conversion problems.

RWLowerTriMat() [4/6]

template<class TypeT >

RWLowerTriMat< TypeT >::RWLowerTriMat	(	const RWMathVec< TypeT > &	data,
		unsigned	n,
		unsigned	nAgain )

Constructs a size n x nAgain matrix using the data in the passed vector. This data must be stored in the format described in the Storage Scheme section. The resultant matrix references the data in vector data.

RWLowerTriMat() [5/6]

template<class TypeT >

RWLowerTriMat< TypeT >::RWLowerTriMat

(

const typename rw_linear_algebra_traits< TypeT >::narrow_lower_tri_mat &

re

)

Constructs a complex matrix from the real part supplied. The imaginary part is assumed to be 0.

RWLowerTriMat() [6/6]

template<class TypeT >

RWLowerTriMat< TypeT >::RWLowerTriMat	(	const RWLowerTriMat< double > &	re,
		const RWLowerTriMat< double > &	im )

Constructs a complex matrix from the real and imaginary parts supplied. If no imaginary part is supplied, it is assumed to be 0.

Member Function Documentation

bcref()

template<class TypeT >

RWRORef< TypeT > RWLowerTriMat< TypeT >::bcref	(	int	i,
		int	j )

Returns a reference to the ij^th element of the matrix, after doing bounds checking.

bcset()

template<class TypeT >

TypeT RWLowerTriMat< TypeT >::bcset	(	int	i,
		int	j,
		TypeT	x )

Sets the ij^th element of the matrix equal to x, after doing bounds checking.

bcval()

template<class TypeT >

TypeT RWLowerTriMat< TypeT >::bcval	(	int	i,
		int	j ) const

Returns the value of the ij^th element of the matrix, after doing bounds checking.

binaryStoreSize()

template<class TypeT >

unsigned RWLowerTriMat< TypeT >::binaryStoreSize

(

)

const

Returns the number of bytes that it would take to write the matrix to a file using saveOn().

cols()

template<class TypeT >

unsigned RWLowerTriMat< TypeT >::cols ( ) const

inline

Returns the number of columns in the matrix.

copy()

template<class TypeT >

RWLowerTriMat< TypeT > RWLowerTriMat< TypeT >::copy

(

)

const

Creates a copy of this matrix with distinct data. The stride of the data vector in the new matrix is guaranteed to be 1.

data()

template<class TypeT >

TypeT * RWLowerTriMat< TypeT >::data ( )

inline

Returns a pointer to the first item of data in the vector storing the matrix's data. You can use this (with caution!) to pass the matrix's data to C or FORTRAN subroutines. Be aware that the stride of the data vector may not be 1.

dataVec()

template<class TypeT >

const RWMathVec< TypeT > & RWLowerTriMat< TypeT >::dataVec ( ) const

inline

Returns the matrix's data vector. This is where the explicitly stored entries in the matrix are kept.

deepCopy()

template<class TypeT >

RWLowerTriMat< TypeT > RWLowerTriMat< TypeT >::deepCopy ( ) const

inline

Creates a copy of this matrix with distinct data. The stride of the data vector in the new matrix is guaranteed to be 1.

deepenShallowCopy()

template<class TypeT >

void RWLowerTriMat< TypeT >::deepenShallowCopy ( )

inline

Ensures that the data in the matrix is not shared by any other matrix or vector. Also ensures that the stride in the data vector is equal to 1. If necessary, a new copy of the data vector is made.

leadingSubmatrix()

template<class TypeT >

RWLowerTriMat< TypeT > RWLowerTriMat< TypeT >::leadingSubmatrix

(

int

k

)

Returns the k x k upper left corner of the matrix. The submatrix and the matrix share the same data.

operator!=()

template<class TypeT >

bool RWLowerTriMat< TypeT >::operator!= ( const RWLowerTriMat< TypeT > & X )

inline

Boolean operators. Two matrices are considered equal if they have the same size and their elements are all exactly the same. Be aware that floating point arithmetic is not exact; matrices that are theoretically equal are not always numerically equal.

operator()() [1/2]

template<class TypeT >

RWRORef< TypeT > RWLowerTriMat< TypeT >::operator() ( int i, int j )

inline

Accesses the ij^th element. If the matrix is not a const matrix, a reference type is returned, so this operator can be used for assigning or accessing an element. In this case, using this operator is equivalent to calling the ref() member function. If the matrix is a const matrix, a value is returned, so this operator can be used only for accessing an element. In this case, using this operator is equivalent to calling the val() member function. Bounds checking is done if the preprocessor symbol RWBOUNDS_CHECK is defined before including the header file.

operator()() [2/2]

template<class TypeT >

TypeT RWLowerTriMat< TypeT >::operator() ( int i, int j ) const

inline

Accesses the ij^th element. If the matrix is not a const matrix, a reference type is returned, so this operator can be used for assigning or accessing an element. In this case, using this operator is equivalent to calling the ref() member function. If the matrix is a const matrix, a value is returned, so this operator can be used only for accessing an element. In this case, using this operator is equivalent to calling the val() member function. Bounds checking is done if the preprocessor symbol RWBOUNDS_CHECK is defined before including the header file.

operator*=() [1/2]

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::operator*=

(

const RWLowerTriMat< TypeT > &

m

)

Performs element-by-element arithmetic on the data in the matrix. In particular, note that operator*=() does element-by-element multiplication, not inner-product style matrix multiplication. You can use the product() global function to do matrix-matrix inner product multiplication.

operator*=() [2/2]

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::operator*=

(

TypeT

)

Performs the indicated operation on each element of the matrix.

operator+=()

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::operator+=

(

const RWLowerTriMat< TypeT > &

m

)

Performs element-by-element arithmetic on the data in the matrix.

operator-=()

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::operator-=

(

const RWLowerTriMat< TypeT > &

m

)

Performs element-by-element arithmetic on the data in the matrix.

operator/=()

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::operator/=

(

TypeT

)

Performs the indicated operation on each element of the matrix.

operator=()

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::operator=

(

const RWLowerTriMat< TypeT > &

A

)

Sets the matrix elements equal to the elements of A. The two matrices must be the same size. To make the matrix reference the same data as A, use the reference() member function.

operator==()

template<class TypeT >

bool RWLowerTriMat< TypeT >::operator==

(

const RWLowerTriMat< TypeT > &

X

)

Boolean operators. Two matrices are considered equal if they have the same size and their elements are all exactly the same. Be aware that floating point arithmetic is not exact; matrices that are theoretically equal are not always numerically equal.

printOn()

template<class TypeT >

void RWLowerTriMat< TypeT >::printOn

(

std::ostream &

)

const

Prints the matrix to an output stream in human readable format.

ref()

template<class TypeT >

RWRORef< TypeT > RWLowerTriMat< TypeT >::ref ( int i, int j )

inline

Returns a reference to the ij^th element of the matrix. Bounds checking is done if the preprocessor symbol RWBOUNDS_CHECK is defined when the header file is read. The member function bcref() does the same thing with guaranteed bounds checking.

reference()

template<class TypeT >

RWLowerTriMat< TypeT > & RWLowerTriMat< TypeT >::reference

(

RWLowerTriMat< TypeT > &

m

)

Makes this matrix a reference to the argument matrix. The two matrices share the same data. The matrices do not have to be the same size before calling reference(). To copy a matrix into another of the same size, you can use the operator=() member operator.

resize()

template<class TypeT >

void RWLowerTriMat< TypeT >::resize	(	unsigned	m,
		unsigned	n )

Resizes the matrix. Any new entries in the matrix are set to 0. Both arguments must be the same.

restoreFrom() [1/2]

template<class TypeT >

void RWLowerTriMat< TypeT >::restoreFrom

(

RWFile &

)

Reads in a matrix from an RWFile. The matrix must have been stored to the file using the saveOn() member function.

restoreFrom() [2/2]

template<class TypeT >

void RWLowerTriMat< TypeT >::restoreFrom

(

RWvistream &

)

Reads in a matrix from an RWvistream, the Rogue Wave virtual input stream class. The matrix must have been stored to the stream using the saveOn() member function.

rows()

template<class TypeT >

unsigned RWLowerTriMat< TypeT >::rows ( ) const

inline

Returns the number of rows in the matrix.

saveOn() [1/2]

template<class TypeT >

void RWLowerTriMat< TypeT >::saveOn

(

RWFile &

)

const

Stores a matrix to an RWFile. The matrix can be read using the restoreFrom() member function.

saveOn() [2/2]

template<class TypeT >

void RWLowerTriMat< TypeT >::saveOn

(

RWvostream &

)

const

Stores a matrix to an RWvostream, the Rogue Wave virtual output stream class. The matrix can be read using the restoreFrom() member function.

scanFrom()

template<class TypeT >

void RWLowerTriMat< TypeT >::scanFrom

(

std::istream &

)

Reads a matrix from an input stream. The format of the matrix is the same as the format output by the printOn() member function. Below is a sample matrix that could be input. Note that extra white space and any text preceding the dimension specification are ignored. Only the lower triangle of the matrix is used.

3x3
[   4   0   0
   -5   9   0
   -7  -5   3
]

set()

template<class TypeT >

TypeT RWLowerTriMat< TypeT >::set ( int i, int j, TypeT x )

inline

Sets the ij^th element of the matrix equal to x. Bounds checking is done if the preprocessor symbol RWBOUNDS_CHECK is defined when the header file is read. The member function bcset() does the same thing with guaranteed bounds checking.

val()

template<class TypeT >

TypeT RWLowerTriMat< TypeT >::val ( int i, int j ) const

inline

Returns the value of the ij^th element of the matrix. Bounds checking is done if the preprocessor symbol RWBOUNDS_CHECK is defined when the header file is read. The member function bcval() does the same thing with guaranteed bounds checking.

zero()

template<class TypeT >

void RWLowerTriMat< TypeT >::zero ( )

inline

Sets every element of the matrix to 0.

Friends And Related Symbol Documentation

abs()

template<class TypeT >

RWLowerTriMat< typename rw_numeric_traits< TypeT >::norm_type > abs ( const RWLowerTriMat< TypeT > & A )

related

Returns a matrix whose entries are the absolute value of the argument. The absolute value of a complex number is considered to be the sum of the absolute values of its real and imaginary parts. To get the norm of a complex matrix, you can use the norm() function.

arg()

template<class TypeT >

RWLowerTriMat< double > arg ( const RWLowerTriMat< DComplex > & A )

related

Returns a matrix where each element is the argument of the corresponding element in the matrix A.

conj()

template<class TypeT >

RWLowerTriMat< DComplex > conj ( const RWLowerTriMat< DComplex > & A )

related

Returns a matrix where each element is the complex conjugate of the corresponding element in the matrix A.

imag()

template<class TypeT >

RWLowerTriMat< double > imag ( const RWLowerTriMat< DComplex > & A )

related

Returns a matrix where each element is the imaginary part of the corresponding element in the matrix A.

maxValue()

template<class TypeT >

TypeT maxValue ( const RWLowerTriMat< TypeT > & A )

related

Returns the maximum entry in the matrix.

minValue()

template<class TypeT >

TypeT minValue ( const RWLowerTriMat< TypeT > & A )

related

Returns the minimum entry in the matrix.

norm()

template<class TypeT >

RWLowerTriMat< double > norm ( const RWLowerTriMat< DComplex > & A )

related

Returns a matrix where each element is the norm (magnitude) of the corresponding element in the matrix A.

operator*() [1/3]

template<class TypeT >

RWLowerTriMat< TypeT > operator* ( const RWLowerTriMat< TypeT > & , const RWLowerTriMat< TypeT > &  )

related

Performs element-by-element operations on the arguments. To do inner product matrix multiplication, you can use the product() global function.

operator*() [2/3]

template<class TypeT >

RWLowerTriMat< TypeT > operator* ( const RWLowerTriMat< TypeT > & A, TypeT x )

related

Performs element-by-element operations on the arguments.

operator*() [3/3]

template<class TypeT >

RWLowerTriMat< TypeT > operator* ( TypeT x, const RWLowerTriMat< TypeT > & A )

related

Performs element-by-element operations on the arguments.

operator+() [1/2]

template<class TypeT >

RWLowerTriMat< TypeT > operator+ ( const RWLowerTriMat< TypeT > & )

related

Unary plus operator. Returns a copy of the matrix.

operator+() [2/2]

template<class TypeT >

RWLowerTriMat< TypeT > operator+ ( const RWLowerTriMat< TypeT > & , const RWLowerTriMat< TypeT > &  )

related

Performs element-by-element operations on the arguments.

operator-() [1/2]

template<class TypeT >

RWLowerTriMat< TypeT > operator- ( const RWLowerTriMat< TypeT > & )

related

Unary minus operator. Returns a copy of the negation of the matrix.

operator-() [2/2]

template<class TypeT >

RWLowerTriMat< TypeT > operator- ( const RWLowerTriMat< TypeT > & , const RWLowerTriMat< TypeT > &  )

related

Performs element-by-element operations on the arguments.

operator/() [1/2]

template<class TypeT >

RWLowerTriMat< TypeT > operator/ ( const RWLowerTriMat< TypeT > & , const RWLowerTriMat< TypeT > &  )

related

Performs element-by-element operations on the arguments.

operator/() [2/2]

template<class TypeT >

RWLowerTriMat< TypeT > operator/ ( const RWLowerTriMat< TypeT > & A, TypeT x )

related

Performs element-by-element operations on the arguments.

operator<<()

template<class TypeT >

std::ostream & operator<< ( std::ostream & s, const RWLowerTriMat< TypeT > & m )

related

Writes the matrix to the stream. This is equivalent to calling the RWLowerTriMat<TypeT>::printOn() member function.

operator>>()

template<class TypeT >

std::istream & operator>> ( std::istream & s, RWLowerTriMat< TypeT > & m )

related

Reads the matrix from the stream. This is equivalent to calling the RWLowerTriMat<TypeT>::scanFrom member function.

product() [1/2]

template<class TypeT >

RWMathVec< TypeT > product ( const RWLowerTriMat< TypeT > & A, const RWMathVec< TypeT > & x )

related

Returns the inner product (matrix-vector product) of A and x.

product() [2/2]

template<class TypeT >

RWMathVec< TypeT > product ( const RWMathVec< TypeT > & x, const RWLowerTriMat< TypeT > & A )

related

Returns the inner product (matrix-vector product) of x and A. This is equal to the product of A transpose and x.

real()

template<class TypeT >

RWLowerTriMat< double > real ( const RWLowerTriMat< DComplex > & A )

related

Returns a matrix where each element is the real part of the corresponding element in the matrix A.

toLowerTriMat()

template<class TypeT >

RWLowerTriMat< TypeT > toLowerTriMat ( const RWGenMat< TypeT > & A )

related

Extracts the lower triangular part of a square matrix.

transpose()

template<class TypeT >

RWUpperTriMat< TypeT > transpose ( const RWLowerTriMat< TypeT > & )

related

Returns the transpose of the argument matrix. The returned matrix references the same data as the argument matrix.