Detailed Description

template<typename T, std::size_t ROWS, std::size_t COLS>
class mrpt::math::CMatrixFixed< T, ROWS, COLS >

A compile-time fixed-size numeric matrix container.

It uses a RowMajor element memory layout.

See also: CMatrixDynamic (for dynamic-size matrices)

Note: For a complete introduction to Matrices and vectors in MRPT, see: https://www.mrpt.org/Matrices_vectors_arrays_and_Linear_Algebra_MRPT_and_Eigen_classes

Definition at line 33 of file CMatrixFixed.h.

#include <mrpt/math/CMatrixFixed.h>

Inheritance diagram for mrpt::math::CMatrixFixed< T, ROWS, COLS >:

Public Member Functions
CMatrixFixed< T, ROWS, COLS > &	mbDerived ()

const CMatrixFixed< T, ROWS, COLS > &	mbDerived () const

void	setDiagonal (const std::size_t N, const T value)
	Resize to NxN, set all entries to zero, except the main diagonal which is set to `value` More...

void	setDiagonal (const T value)
	Set all entries to zero, except the main diagonal which is set to `value` More...

void	setDiagonal (const std::vector< T > &diags)
	Resizes to NxN, with N the length of the input vector, set all entries to zero, except the main diagonal which is set to values in the vector. More...

void	setIdentity ()

void	setIdentity (const std::size_t N)

void	matProductOf_AB (const CMatrixFixed< T, ROWS, COLS > &A, const CMatrixFixed< T, ROWS, COLS > &B)
	this = A*B, with A & B of the same type of this. More...

CMatrixFixed< T, ROWS, COLS > &	mvbDerived ()

const CMatrixFixed< T, ROWS, COLS > &	mvbDerived () const

Constructors, assignment operators, initializers
	CMatrixFixed ()
	Default constructor, initializes all elements to zero. More...

	CMatrixFixed (TConstructorFlags_Matrices)
	Constructor which leaves the matrix uninitialized. More...

template<size_t N>
	CMatrixFixed (const T(&vals)[N])
	Initializes from a C array with RowMajor values. More...

	CMatrixFixed (const T *data)
	Initializes from a plain buffer with RowMajor values. More...

template<class Derived >
	CMatrixFixed (const Eigen::MatrixBase< Derived > &m)
	Convert from Eigen matrix. More...

template<typename _Lhs , typename _Rhs , int Option>
	CMatrixFixed (const Eigen::Product< _Lhs, _Rhs, Option > &p)
	Convert from Eigen product. More...

template<typename Op , typename Lhs , typename Rhs >
	CMatrixFixed (const Eigen::CwiseBinaryOp< Op, Lhs, Rhs > &p)
	Convert from Eigen binary op. More...

template<typename VectorType , int Size>
	CMatrixFixed (const Eigen::VectorBlock< VectorType, Size > &m)
	Convert from Eigen block. More...

	CMatrixFixed (const size_type rows, const size_type cols)
	Convenient ctor from size: in this class, it throws if size does not match compile-time size. More...

template<class MAT >
void	setFromMatrixLike (const MAT &m)

template<class Derived >
CMatrixFixed &	operator= (const Eigen::MatrixBase< Derived > &m)
	Assignment from an Eigen matrix. More...

template<typename VectorType , int Size>
CMatrixFixed &	operator= (const Eigen::VectorBlock< VectorType, Size > &m)
	Assignment from an Eigen vector block. More...

template<typename U >
CMatrixFixed &	operator= (const CMatrixDynamic< U > &m)
	Assignment from a Dynamic matrix. More...

template<typename VECTOR >
void	loadFromArray (const VECTOR &vals)

void	loadFromRawPointer (const T *data)
	Initializes from a plain buffer with RowMajor values. More...

void	setSize (size_t row, size_t col, [[maybe_unused]] bool zeroNewElements=false)
	Throws if size does not match with the fixed matrix size. More...

void	swap (CMatrixFixed &o)

CMatrixFixed &	derived ()

const CMatrixFixed &	derived () const

void	conservativeResize (size_t row, size_t col)

void	resize (size_t n)

void	resize (const matrix_size_t &siz, [[maybe_unused]] bool zeroNewElements=false)
	Throws if size does not match with the fixed matrix size. More...

void	resize (size_t row, size_t col)

constexpr size_type	rows () const
	Number of rows in the matrix. More...

constexpr size_type	cols () const
	Number of columns in the matrix. More...

constexpr matrix_size_t	size () const
	Get a 2-vector with [NROWS NCOLS] (as in MATLAB command size(x)) More...

Matrix element access & modifiers
template<typename EIGEN_MATRIX = eigen_t, typename EIGEN_MAP = Eigen::Map< EIGEN_MATRIX, MRPT_MAX_STATIC_ALIGN_BYTES, Eigen::InnerStride<1>>>
EIGEN_MAP	asEigen ()
	Get as an Eigen-compatible Eigen::Map object. More...

template<typename EIGEN_MATRIX = eigen_t, typename EIGEN_MAP = Eigen::Map< const EIGEN_MATRIX, MRPT_MAX_STATIC_ALIGN_BYTES, Eigen::InnerStride<1>>>
EIGEN_MAP	asEigen () const

T &	operator() (int row, int col)
	Access (row,col), without out-of-bounds check (except in Debug builds) More...

const T &	operator() (int row, int col) const

T &	operator() (int i)
	Access the i-th element, Row-Major order, without out-of-bounds check (except in Debug builds) More...

const T &	operator() (int i) const

T &	operator[] (int i)
	Access the [i-th] element (for 1xN or Nx1 matrices) More...

const T &	operator[] (int i) const

CMatrixFixed< float, ROWS, COLS >	cast_float () const

CMatrixFixed< double, ROWS, COLS >	cast_double () const

CMatrixFixed< T, ROWS, 1 >	llt_solve (const CMatrixFixed< T, ROWS, 1 > &b) const
	Solves the linear system Ax=b, returns x, with A this symmetric matrix. More...

CMatrixFixed< T, ROWS, 1 >	lu_solve (const CMatrixFixed< T, ROWS, 1 > &b) const
	Solves the linear system Ax=b, returns x, with A this asymmetric matrix. More...

void	sum_At (const CMatrixFixed< Scalar, ROWS, COLS > &A)
	this += A^T More...

Operations that DO require `#include <Eigen/Dense>` in user code
auto	col (int colIdx)

auto	col (int colIdx) const

auto	row (int rowIdx)

auto	row (int rowIdx) const

void	extractRow (int rowIdx, VECTOR_LIKE &v) const

VECTOR_LIKE	extractRow (int rowIdx) const

void	extractColumn (int colIdx, VECTOR_LIKE &v) const

VECTOR_LIKE	extractColumn (int colIdx) const

Standalone operations (do NOT require `#include <Eigen/Dense>`)
T	det () const
	Determinant of matrix. More...

CMatrixFixed< T, ROWS, COLS >	inverse () const
	Returns the inverse of a general matrix using LU. More...

CMatrixFixed< T, ROWS, COLS >	inverse_LLt () const
	Returns the inverse of a symmetric matrix using LLt. More...

int	rank (T threshold=0) const
	Finds the rank of the matrix via LU decomposition. More...

bool	chol (CMatrixFixed< T, ROWS, COLS > &U) const
	Cholesky M=U^T * U decomposition for symmetric matrix (upper-half of the matrix is actually ignored. More...

bool	eig (CMatrixFixed< T, ROWS, COLS > &eVecs, std::vector< T > &eVals, bool sorted=true) const
	Computes the eigenvectors and eigenvalues for a square, general matrix. More...

bool	eig_symmetric (CMatrixFixed< T, ROWS, COLS > &eVecs, std::vector< T > &eVals, bool sorted=true) const
	Read: eig() More...

T	maximumDiagonal () const
	Returns the maximum value in the diagonal. More...

T	minimumDiagonal () const
	Returns the minimum value in the diagonal. More...

T	trace () const
	Returns the trace of the matrix (not necessarily square). More...

void	unsafeRemoveColumns (const std::vector< std::size_t > &idxs)
	Removes columns of the matrix. More...

void	removeColumns (const std::vector< std::size_t > &idxsToRemove)
	Removes columns of the matrix. More...

void	unsafeRemoveRows (const std::vector< std::size_t > &idxs)
	Removes rows of the matrix. More...

void	removeRows (const std::vector< std::size_t > &idxsToRemove)
	Removes rows of the matrix. More...

void	insertMatrix (const int row_start, const int col_start, const OTHERMATVEC &submat)
	Copies the given input submatrix/vector into this matrix/vector, starting at the given top-left coordinates. More...

void	insertMatrixTransposed (const int row_start, const int col_start, const OTHERMATVEC &submat)
	Like insertMatrix(), but inserts ‘submat’` (transposed) More...

CMatrixFixed< T, BLOCK_ROWS, BLOCK_COLS >	extractMatrix (const int start_row=0, const int start_col=0) const

CMatrixDynamic< T >	extractMatrix (const int BLOCK_ROWS, const int BLOCK_COLS, const int start_row, const int start_col) const

void	matProductOf_AAt (const MAT_A &A)
	this = A * A^T More...

void	matProductOf_AtA (const MAT_A &A)
	this = A^T * A More...

Operations that DO require `#include <Eigen/Dense>` in user code
auto	block (int start_row, int start_col)
	non-const block(): Returns an Eigen::Block reference to the block More...

auto	block (int start_row, int start_col, int BLOCK_ROWS, int BLOCK_COLS)

auto	block (int start_row, int start_col, int BLOCK_ROWS, int BLOCK_COLS) const

auto	transpose ()

auto	transpose () const

auto	array ()

auto	array () const

auto	operator- () const

auto	operator- (const MatrixVectorBase< S2, D2 > &m2) const

auto	operator+ (const MatrixVectorBase< S2, D2 > &m2) const

void	operator+= (const MatrixVectorBase< S2, D2 > &m2)

void	operator-= (const MatrixVectorBase< S2, D2 > &m2)

auto	operator* (const MatrixVectorBase< S2, D2 > &m2) const

auto	operator* (const T s) const

CMatrixFixed< T, N, 1 >	tail () const

CMatrixFixed< T, N, 1 >	head () const

Standalone operations (do NOT require `#include <Eigen/Dense>`)
CMatrixFixed< T, ROWS, COLS >	operator- (const CMatrixFixed< T, ROWS, COLS > &m2) const

CMatrixFixed< T, ROWS, COLS >	operator+ (const CMatrixFixed< T, ROWS, COLS > &m2) const

void	operator+= (T s)

void	operator+= (const CMatrixFixed< T, ROWS, COLS > &m2)

void	operator-= (T s)

void	operator-= (const CMatrixFixed< T, ROWS, COLS > &m2)

CMatrixDynamic< T >	operator* (const CMatrixDynamic< T > &v)

CMatrixFixed< T, ROWS, COLS >	operator* (const CMatrixFixed< T, ROWS, COLS > &m2) const

T &	coeffRef (int r, int c)

const T &	coeff (int r, int c) const

CMatrixFixed< T, BLOCK_ROWS, BLOCK_COLS >	blockCopy (int start_row=0, int start_col=0) const
	const blockCopy(): Returns a copy of the given block More...

T	minCoeff () const
	Minimum value in the matrix/vector. More...

T	minCoeff (std::size_t &outIndexOfMin) const

T	minCoeff (std::size_t &rowIdx, std::size_t &colIdx) const

T	maxCoeff () const
	Maximum value in the matrix/vector. More...

T	maxCoeff (std::size_t &outIndexOfMax) const

T	maxCoeff (std::size_t &rowIdx, std::size_t &colIdx) const

bool	isSquare () const
	returns true if matrix is NxN More...

bool	empty () const
	returns true if matrix/vector has size=0 More...

T	norm_inf () const
	Compute the norm-infinite of a vector ($f[ \|\|{v}\|\|_ $f]), ie the maximum absolute value of the elements. More...

T	norm () const
	Compute the L2 norm of a vector/array/matrix (the Euclidean distance to the origin, taking all the elements as a single vector). More...

void	operator*= (T s)

T	dot (const CVectorDynamic< T > &v) const
	dot product of `this \cdot v` More...

T	dot (const MatrixVectorBase< T, CMatrixFixed< T, ROWS, COLS > > &v) const

void	matProductOf_Ab (const CMatrixDynamic< T > &A, const CVectorDynamic< T > &b)
	this = A * b , with `A` and `b` a dynamic matrix & vector More...

void	matProductOf_Atb (const CMatrixDynamic< T > &A, const CVectorDynamic< T > &b)
	this = A^T * b , with `A` and `b` a dynamic matrix & vector More...

T	sum () const
	Sum of all elements in matrix/vector. More...

T	sum_abs () const
	Sum of the absolute value of all elements in matrix/vector. More...

std::string	asString () const
	Returns a string representation of the vector/matrix, using Eigen's default settings. More...

bool	fromMatlabStringFormat (const std::string &s, mrpt::optional_ref< std::ostream > dump_errors_here=std::nullopt)
	Reads a matrix from a string in Matlab-like format, for example: "[1 0 2; 0 4 -1]" The string must start with '[' and end with ']'. More...

std::string	inMatlabFormat (const std::size_t decimal_digits=6) const
	Exports the matrix as a string compatible with Matlab/Octave. More...

void	saveToTextFile (const std::string &file, mrpt::math::TMatrixTextFileFormat fileFormat=mrpt::math::MATRIX_FORMAT_ENG, bool appendMRPTHeader=false, const std::string &userHeader=std::string()) const
	Saves the vector/matrix to a file compatible with MATLAB/Octave text format. More...

void	loadFromTextFile (std::istream &f)
	Loads a vector/matrix from a text file, compatible with MATLAB text format. More...

void	loadFromTextFile (const std::string &file)

bool	operator== (const OTHERMATVEC &o) const

bool	operator!= (const OTHERMATVEC &o) const

Static Public Member Functions
static CMatrixFixed< T, ROWS, COLS >	Identity ()

static CMatrixFixed< T, ROWS, COLS >	Identity (const std::size_t N)

Private Types
using	vec_t = std::array< T, ROWS *COLS >
	RowMajor matrix data. More...

Private Attributes
vec_t	m_data

Matrix type definitions
using	value_type = T
	The type of the matrix elements. More...

using	Scalar = T

using	Index = int

using	reference = T &

using	const_reference = const T &

using	size_type = int

using	difference_type = std::ptrdiff_t

using	eigen_t = Eigen::Matrix< T, ROWS, COLS, StorageOrder, ROWS, COLS >

static constexpr int	RowsAtCompileTime = ROWS

static constexpr int	ColsAtCompileTime = COLS

static constexpr int	SizeAtCompileTime = ROWS * COLS

static constexpr int	is_mrpt_type = 1

static constexpr int	StorageOrder

Iterators interface
using	iterator = typename vec_t::iterator

using	const_iterator = typename vec_t::const_iterator

iterator	begin ()

iterator	end ()

const_iterator	begin () const

const_iterator	end () const

const_iterator	cbegin () const

const_iterator	cend () const

Initialization methods
void	fill (const T &val)

void	setConstant (const T value)

void	setConstant (size_t nrows, size_t ncols, const T value)

void	setConstant (size_t nrows, const T value)

void	assign (const std::size_t N, const T value)

void	setZero ()

void	setZero (size_t nrows, size_t ncols)

void	setZero (size_t nrows)

static CMatrixFixed< T, ROWS, COLS >	Constant (const T value)

static CMatrixFixed< T, ROWS, COLS >	Constant (size_t nrows, size_t ncols, const T value)

static CMatrixFixed< T, ROWS, COLS >	Zero ()

static CMatrixFixed< T, ROWS, COLS >	Zero (size_t nrows, size_t ncols)

Member Typedef Documentation

◆ const_iterator

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::const_iterator = typename vec_t::const_iterator

Definition at line 63 of file CMatrixFixed.h.

◆ const_reference

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::const_reference = const T&

Definition at line 48 of file CMatrixFixed.h.

◆ difference_type

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::difference_type = std::ptrdiff_t

Definition at line 50 of file CMatrixFixed.h.

◆ eigen_t

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::eigen_t = Eigen::Matrix<T, ROWS, COLS, StorageOrder, ROWS, COLS>

Definition at line 57 of file CMatrixFixed.h.

◆ Index

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::Index = int

Definition at line 46 of file CMatrixFixed.h.

◆ iterator

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::iterator = typename vec_t::iterator

Definition at line 62 of file CMatrixFixed.h.

◆ reference

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::reference = T&

Definition at line 47 of file CMatrixFixed.h.

◆ Scalar

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::Scalar = T

Definition at line 45 of file CMatrixFixed.h.

◆ size_type

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::size_type = int

Definition at line 49 of file CMatrixFixed.h.

◆ value_type

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::value_type = T

The type of the matrix elements.

Definition at line 44 of file CMatrixFixed.h.

◆ vec_t

template<typename T, std::size_t ROWS, std::size_t COLS>

using mrpt::math::CMatrixFixed< T, ROWS, COLS >::vec_t = std::array<T, ROWS * COLS>

private

RowMajor matrix data.

Definition at line 37 of file CMatrixFixed.h.

Constructor & Destructor Documentation

◆ CMatrixFixed() [1/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( )

inline

Default constructor, initializes all elements to zero.

Definition at line 76 of file CMatrixFixed.h.

◆ CMatrixFixed() [2/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( TConstructorFlags_Matrices )

inline

Constructor which leaves the matrix uninitialized.

Example of usage: CMatrixFixed<double,3,2> M(mrpt::math::UNINITIALIZED_MATRIX);

Definition at line 82 of file CMatrixFixed.h.

◆ CMatrixFixed() [3/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<size_t N>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( const T(&) vals[N] )

inlineexplicit

Initializes from a C array with RowMajor values.

Definition at line 86 of file CMatrixFixed.h.

◆ CMatrixFixed() [4/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( const T * data )

inlineexplicit

Initializes from a plain buffer with RowMajor values.

Definition at line 92 of file CMatrixFixed.h.

◆ CMatrixFixed() [5/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<class Derived >

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( const Eigen::MatrixBase< Derived > & m )

inlineexplicit

Convert from Eigen matrix.

Definition at line 96 of file CMatrixFixed.h.

◆ CMatrixFixed() [6/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename _Lhs , typename _Rhs , int Option>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( const Eigen::Product< _Lhs, _Rhs, Option > & p )

inlineexplicit

Convert from Eigen product.

Definition at line 102 of file CMatrixFixed.h.

◆ CMatrixFixed() [7/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename Op , typename Lhs , typename Rhs >

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( const Eigen::CwiseBinaryOp< Op, Lhs, Rhs > & p )

inlineexplicit

Convert from Eigen binary op.

Definition at line 108 of file CMatrixFixed.h.

◆ CMatrixFixed() [8/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename VectorType , int Size>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed ( const Eigen::VectorBlock< VectorType, Size > & m )

inlineexplicit

Convert from Eigen block.

Definition at line 115 of file CMatrixFixed.h.

◆ CMatrixFixed() [9/9]

template<typename T, std::size_t ROWS, std::size_t COLS>

mrpt::math::CMatrixFixed< T, ROWS, COLS >::CMatrixFixed	(	const size_type	rows,
		const size_type	cols
	)

inline

Convenient ctor from size: in this class, it throws if size does not match compile-time size.

It is provided for the sake of offering a uniform API with CMatrixDynamic.

Definition at line 123 of file CMatrixFixed.h.

Member Function Documentation

◆ array() [1/2]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::array ( )

inlineinherited

Definition at line 170 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

Referenced by mrpt::img::CCanvas::ellipseGaussian(), and TEST().

◆ array() [2/2]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::array ( ) const

inlineinherited

Definition at line 175 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ asEigen() [1/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename EIGEN_MATRIX = eigen_t, typename EIGEN_MAP = Eigen::Map< EIGEN_MATRIX, MRPT_MAX_STATIC_ALIGN_BYTES, Eigen::InnerStride<1>>>

EIGEN_MAP mrpt::math::CMatrixFixed< T, ROWS, COLS >::asEigen ( )

inline

Get as an Eigen-compatible Eigen::Map object.

Definition at line 251 of file CMatrixFixed.h.

Here is the caller graph for this function:

◆ asEigen() [2/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename EIGEN_MATRIX = eigen_t, typename EIGEN_MAP = Eigen::Map< const EIGEN_MATRIX, MRPT_MAX_STATIC_ALIGN_BYTES, Eigen::InnerStride<1>>>

EIGEN_MAP mrpt::math::CMatrixFixed< T, ROWS, COLS >::asEigen ( ) const

inline

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Definition at line 266 of file CMatrixFixed.h.

◆ assign()

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::assign	(	const std::size_t	N,
		const T	value
	)

inlineinherited

Definition at line 106 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::fill(), and mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ asString()

std::string mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::asString ( ) const

inherited

Returns a string representation of the vector/matrix, using Eigen's default settings.

Definition at line 335 of file MatrixVectorBase_impl.h.

Referenced by TEST().

◆ begin() [1/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

iterator mrpt::math::CMatrixFixed< T, ROWS, COLS >::begin ( )

inline

Definition at line 64 of file CMatrixFixed.h.

◆ begin() [2/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

const_iterator mrpt::math::CMatrixFixed< T, ROWS, COLS >::begin ( ) const

inline

Definition at line 66 of file CMatrixFixed.h.

◆ block() [1/3]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::block	(	int	start_row,
		int	start_col
	)

inlineinherited

non-const block(): Returns an Eigen::Block reference to the block

Definition at line 138 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

Referenced by jacob_deps_D_p_deps().

◆ block() [2/3]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::block	(	int	start_row,
		int	start_col,
		int	BLOCK_ROWS,
		int	BLOCK_COLS
	)

inlineinherited

Definition at line 145 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ block() [3/3]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::block	(	int	start_row,
		int	start_col,
		int	BLOCK_ROWS,
		int	BLOCK_COLS
	)		const

inlineinherited

Definition at line 151 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ blockCopy()

CMatrixFixed<T , BLOCK_ROWS, BLOCK_COLS> mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::blockCopy	(	int	start_row = `0`,
		int	start_col = `0`
	)		const

inlineinherited

const blockCopy(): Returns a copy of the given block

Definition at line 248 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ cast_double()

template<typename T , std::size_t ROWS, std::size_t COLS>

CMatrixFixed< double, ROWS, COLS > mrpt::math::CMatrixFixed< T, ROWS, COLS >::cast_double ( ) const

Definition at line 25 of file CMatrixFixed_impl.h.

Referenced by mrpt::slam::CICP::ICP_Method_LM(), mrpt::poses::CPointPDFGaussian::serializeFrom(), mrpt::poses::CPosePDFGaussian::serializeFrom(), and mrpt::poses::CPosePDFSOG::serializeFrom().

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◆ cast_float()

template<typename T , std::size_t ROWS, std::size_t COLS>

CMatrixFixed< float, ROWS, COLS > mrpt::math::CMatrixFixed< T, ROWS, COLS >::cast_float ( ) const

Definition at line 17 of file CMatrixFixed_impl.h.

Referenced by mrpt::vision::CDifodo::computeWeights(), mrpt::vision::CDifodo::filterLevelSolution(), mrpt::vision::CDifodo::poseUpdate(), and mrpt::obs::detail::project3DPointsFromDepthImageInto().

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◆ cbegin()

template<typename T, std::size_t ROWS, std::size_t COLS>

const_iterator mrpt::math::CMatrixFixed< T, ROWS, COLS >::cbegin ( ) const

inline

Definition at line 68 of file CMatrixFixed.h.

◆ cend()

template<typename T, std::size_t ROWS, std::size_t COLS>

const_iterator mrpt::math::CMatrixFixed< T, ROWS, COLS >::cend ( ) const

inline

Definition at line 69 of file CMatrixFixed.h.

◆ chol()

bool mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::chol ( CMatrixFixed< T, ROWS, COLS > & U ) const

inherited

Cholesky M=U^T * U decomposition for symmetric matrix (upper-half of the matrix is actually ignored.

Returns: false if Cholesky fails

Definition at line 165 of file MatrixBase_impl.h.

◆ coeff()

const T & mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::coeff	(	int	r,
		int	c
	)		const

inlineinherited

Definition at line 244 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ coeffRef()

T & mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::coeffRef	(	int	r,
		int	c
	)

inlineinherited

Definition at line 243 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ col() [1/2]

auto mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::col ( int colIdx )

inlineinherited

Definition at line 89 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::conservativeResize(), mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::operator()(), mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::resize(), and mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::setSize().

◆ col() [2/2]

auto mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::col ( int colIdx ) const

inlineinherited

Definition at line 94 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ cols()

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr size_type mrpt::math::CMatrixFixed< T, ROWS, COLS >::cols ( ) const

inline

Number of columns in the matrix.

See also: rows()

Definition at line 230 of file CMatrixFixed.h.

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::CMatrixFixed(), mrpt::math::operator>>(), mrpt::vision::pinhole::projectPoints_with_distortion(), mrpt::bayes::CKalmanFilterCapable< 7, 3, 3, 7 >::runOneKalmanIteration(), mrpt::poses::CPose3DQuatPDFGaussianInf::serializeFrom(), mrpt::poses::CPose3DQuatPDFGaussianInf::serializeTo(), mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::setFromMatrixLike(), and TEST().

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◆ conservativeResize()

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::conservativeResize	(	size_t	row,
		size_t	col
	)

inline

Definition at line 202 of file CMatrixFixed.h.

◆ Constant() [1/2]

static CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::Constant ( const T value )

inlinestaticinherited

Definition at line 89 of file MatrixVectorBase.h.

References ASSERTMSG_.

◆ Constant() [2/2]

static CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::Constant	(	size_t	nrows,
		size_t	ncols,
		const T	value
	)

inlinestaticinherited

Definition at line 99 of file MatrixVectorBase.h.

◆ derived() [1/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

CMatrixFixed& mrpt::math::CMatrixFixed< T, ROWS, COLS >::derived ( )

inline

Definition at line 200 of file CMatrixFixed.h.

◆ derived() [2/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

const CMatrixFixed& mrpt::math::CMatrixFixed< T, ROWS, COLS >::derived ( ) const

inline

Definition at line 201 of file CMatrixFixed.h.

◆ det()

T mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::det ( ) const

inherited

Determinant of matrix.

Definition at line 76 of file MatrixBase_impl.h.

Referenced by mrpt::math::productIntegralTwoGaussians().

◆ dot() [1/2]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::dot ( const CVectorDynamic< T > & v ) const

inherited

dot product of this \cdot v

Definition at line 509 of file MatrixVectorBase_impl.h.

References ASSERTMSG_.

◆ dot() [2/2]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::dot ( const MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > > & v ) const

inherited

Definition at line 522 of file MatrixVectorBase_impl.h.

References ASSERTMSG_.

◆ eig()

bool mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::eig	(	CMatrixFixed< T, ROWS, COLS > &	eVecs,
		std::vector< T > &	eVals,
		bool	sorted = `true`
	)		const

inherited

Computes the eigenvectors and eigenvalues for a square, general matrix.

Use eig_symmetric() for symmetric matrices for better accuracy and performance. Eigenvectors are the columns of the returned matrix, and their order matches that of returned eigenvalues.

Parameters

[in]	sorted	If true, eigenvalues (and eigenvectors) will be sorted in ascending order.
[out]	eVecs	The container where eigenvectors will be stored.
[out]	eVals	The container where eigenvalues will be stored.

Returns: false if eigenvalues could not be determined.

Definition at line 107 of file MatrixBase_impl.h.

References ASSERT_EQUAL_, and mrpt::math::detail::sortEigResults().

Referenced by mrpt::img::CCanvas::ellipseGaussian().

◆ eig_symmetric()

bool mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::eig_symmetric	(	CMatrixFixed< T, ROWS, COLS > &	eVecs,
		std::vector< T > &	eVals,
		bool	sorted = `true`
	)		const

inherited

Read: eig()

Note: This only uses the lower-triangular part of the matrix

Definition at line 131 of file MatrixBase_impl.h.

References ASSERT_EQUAL_, and mrpt::math::detail::sortEigResults().

◆ empty()

bool mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::empty ( ) const

inlineinherited

returns true if matrix/vector has size=0

Definition at line 269 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ end() [1/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

iterator mrpt::math::CMatrixFixed< T, ROWS, COLS >::end ( )

inline

Definition at line 65 of file CMatrixFixed.h.

◆ end() [2/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

const_iterator mrpt::math::CMatrixFixed< T, ROWS, COLS >::end ( ) const

inline

Definition at line 67 of file CMatrixFixed.h.

◆ extractColumn() [1/2]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::extractColumn	(	int	colIdx,
		VECTOR_LIKE &	v
	)		const

inlineinherited

Definition at line 128 of file MatrixBase.h.

References ASSERT_BELOW_, and mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ extractColumn() [2/2]

VECTOR_LIKE mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::extractColumn ( int colIdx ) const

inlineinherited

Definition at line 136 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::extractColumn().

◆ extractMatrix() [1/2]

CMatrixFixed<T , BLOCK_ROWS, BLOCK_COLS> mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::extractMatrix	(	const int	start_row = `0`,
		const int	start_col = `0`
	)		const

inlineinherited

Definition at line 232 of file MatrixBase.h.

References ASSERT_BELOWEQ_, and mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ extractMatrix() [2/2]

CMatrixDynamic<T > mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::extractMatrix	(	const int	BLOCK_ROWS,
		const int	BLOCK_COLS,
		const int	start_row,
		const int	start_col
	)		const

inlineinherited

Definition at line 245 of file MatrixBase.h.

References ASSERT_BELOWEQ_, and mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ extractRow() [1/2]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::extractRow	(	int	rowIdx,
		VECTOR_LIKE &	v
	)		const

inlineinherited

Definition at line 112 of file MatrixBase.h.

References ASSERT_BELOW_, and mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ extractRow() [2/2]

VECTOR_LIKE mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::extractRow ( int rowIdx ) const

inlineinherited

Definition at line 120 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::extractRow().

◆ fill()

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::fill ( const T & val )

inlineinherited

Fill all the elements with a given value (Note: named "fillAll" since "fill" will be used by child classes)

Definition at line 70 of file MatrixVectorBase.h.

References mrpt::containers::begin(), mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived(), and val.

Referenced by Pose3DTests::check_jacob_expe_e_at_0(), Pose3DTests::check_jacob_LnT_T(), Pose3DQuatTests::test_composePointJacob(), Pose3DTests::test_composePointJacob(), Pose3DTests::test_composePointJacob_se3(), Pose3DQuatTests::test_invComposePointJacob(), Pose3DTests::test_invComposePointJacob(), Pose3DTests::test_invComposePointJacob_se3(), Pose3DTests::test_Jacob_dAexpeD_de(), Pose3DTests::test_Jacob_dDexpe_de(), Pose3DTests::test_Jacob_dexpeD_de(), SE_traits_tests< POSE_TYPE >::test_jacobs_AB(), SE_traits_tests< POSE_TYPE >::test_jacobs_DinvP1InvP2(), Pose3DQuatTests::test_normalizeJacob(), Pose3DQuatTests::test_sphericalCoords(), Pose3DPDFGaussTests::testCompositionJacobian(), Pose3DQuatPDFGaussTests::testCompositionJacobian(), Pose3DQuatPDFGaussTests::testInverse(), Pose3DPDFGaussTests::testPoseComposition(), Pose3DQuatPDFGaussTests::testPoseComposition(), Pose3DPDFGaussTests::testPoseInverseComposition(), and Pose3DQuatPDFGaussTests::testPoseInverseComposition().

◆ fromMatlabStringFormat()

bool mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::fromMatlabStringFormat	(	const std::string &	s,
		mrpt::optional_ref< std::ostream >	dump_errors_here = `std::nullopt`
	)

inherited

Reads a matrix from a string in Matlab-like format, for example: "[1 0 2; 0 4 -1]" The string must start with '[' and end with ']'.

Rows are separated by semicolons ';' and columns in each row by one or more whitespaces ' ', tabs '' or commas ','.

This format is also used for CConfigFile::read_matrix.

Returns: true on success. false if the string is malformed, and then the matrix will be resized to 0x0.

See also: inMatlabFormat, CConfigFile::read_matrix

Definition at line 24 of file MatrixVectorBase_impl.h.

References val.

Referenced by TEST().

◆ head()

CMatrixFixed<T , N, 1> mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::head ( ) const

inlineinherited

Definition at line 232 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ Identity() [1/2]

static CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::Identity ( )

inlinestaticinherited

Definition at line 64 of file MatrixBase.h.

References ASSERTMSG_.

◆ Identity() [2/2]

static CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::Identity ( const std::size_t N )

inlinestaticinherited

Definition at line 74 of file MatrixBase.h.

◆ inMatlabFormat()

std::string mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::inMatlabFormat ( const std::size_t decimal_digits = 6 ) const

inherited

Exports the matrix as a string compatible with Matlab/Octave.

See also: fromMatlabStringFormat()

Definition at line 139 of file MatrixVectorBase_impl.h.

◆ insertMatrix()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::insertMatrix	(	const int	row_start,
		const int	col_start,
		const OTHERMATVEC &	submat
	)

inlineinherited

Copies the given input submatrix/vector into this matrix/vector, starting at the given top-left coordinates.

Definition at line 210 of file MatrixBase.h.

References ASSERT_BELOWEQ_, and mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

Referenced by mrpt::poses::CPose3DQuatPDFGaussian::copyFrom(), mrpt::poses::CPose3DQuatPDFGaussianInf::inverse(), mrpt::poses::CPose3DQuatPDFGaussian::inverse(), mrpt::poses::CPose3DQuat::inverseComposePoint(), and mrpt::poses::CPose3DPDF::jacobiansPoseComposition().

◆ insertMatrixTransposed()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::insertMatrixTransposed	(	const int	row_start,
		const int	col_start,
		const OTHERMATVEC &	submat
	)

inlineinherited

Like insertMatrix(), but inserts ‘submat’` (transposed)

Definition at line 221 of file MatrixBase.h.

References ASSERT_BELOWEQ_, and mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ inverse()

CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::inverse ( ) const

inherited

Returns the inverse of a general matrix using LU.

Definition at line 183 of file MatrixBase_impl.h.

References ASSERT_EQUAL_, and mrpt::math::UNINITIALIZED_MATRIX.

◆ inverse_LLt()

CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::inverse_LLt ( ) const

inherited

Returns the inverse of a symmetric matrix using LLt.

Definition at line 195 of file MatrixBase_impl.h.

References ASSERT_EQUAL_, and mrpt::math::UNINITIALIZED_MATRIX.

Referenced by mrpt::slam::CICP::ICP_Method_LM().

◆ isSquare()

bool mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::isSquare ( ) const

inlineinherited

returns true if matrix is NxN

Definition at line 266 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ llt_solve()

template<typename T, std::size_t ROWS, std::size_t COLS>

CMatrixFixed< T, ROWS, 1 > mrpt::math::CMatrixFixed< T, ROWS, COLS >::llt_solve ( const CMatrixFixed< T, ROWS, 1 > & b ) const

Solves the linear system Ax=b, returns x, with A this symmetric matrix.

See also: lu_solve()

Definition at line 34 of file CMatrixFixed_impl.h.

◆ loadFromArray()

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename VECTOR >

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::loadFromArray ( const VECTOR & vals )

inline

Definition at line 171 of file CMatrixFixed.h.

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::CMatrixFixed(), mrpt::poses::CPose3DQuat::composePoint(), mrpt::poses::CPose3D::composePoint(), mrpt::vision::frameJac(), mrpt::math::TPose3D::getAsQuaternion(), mrpt::poses::CPose3DQuat::inverseComposePoint(), mrpt::poses::CPose3D::inverseComposePoint(), TEST(), and mrpt::hwdrivers::CRovio::TOptions::TOptions().

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◆ loadFromRawPointer()

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::loadFromRawPointer ( const T * data )

inline

Initializes from a plain buffer with RowMajor values.

Unsafe, prefer loadFromArray() wherever possible, to ensure buffer length checks.

Definition at line 183 of file CMatrixFixed.h.

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::CMatrixFixed().

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◆ loadFromTextFile() [1/2]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::loadFromTextFile ( std::istream & f )

inherited

Loads a vector/matrix from a text file, compatible with MATLAB text format.

Lines starting with '' or '#' are interpreted as comments and ignored.

Exceptions

std::runtime_error On format error.

See also: saveToTextFile, fromMatlabStringFormat

Definition at line 236 of file MatrixVectorBase_impl.h.

◆ loadFromTextFile() [2/2]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::loadFromTextFile ( const std::string & file )

inherited

This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Definition at line 324 of file MatrixVectorBase_impl.h.

◆ lu_solve()

template<typename T, std::size_t ROWS, std::size_t COLS>

CMatrixFixed< T, ROWS, 1 > mrpt::math::CMatrixFixed< T, ROWS, COLS >::lu_solve ( const CMatrixFixed< T, ROWS, 1 > & b ) const

Solves the linear system Ax=b, returns x, with A this asymmetric matrix.

See also: llt_solve()

Definition at line 49 of file CMatrixFixed_impl.h.

Referenced by mrpt::nav::CPTG_Holo_Blend::inverseMap_WS2TP().

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◆ matProductOf_AAt()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::matProductOf_AAt ( const MAT_A & A )

inlineinherited

this = A * A^T

Definition at line 261 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ matProductOf_AB()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::matProductOf_AB	(	const CMatrixFixed< T, ROWS, COLS > &	A,
		const CMatrixFixed< T, ROWS, COLS > &	B
	)

inherited

this = A*B, with A & B of the same type of this.

For products of different matrix types, use the regular * operator (which requires the <Eigen/Dense> header)

Definition at line 175 of file MatrixBase_impl.h.

◆ matProductOf_Ab()

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::matProductOf_Ab	(	const CMatrixDynamic< T > &	A,
		const CVectorDynamic< T > &	b
	)

inherited

this = A * b , with A and b a dynamic matrix & vector

Definition at line 483 of file MatrixVectorBase_impl.h.

◆ matProductOf_AtA()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::matProductOf_AtA ( const MAT_A & A )

inlineinherited

this = A^T * A

Definition at line 280 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ matProductOf_Atb()

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::matProductOf_Atb	(	const CMatrixDynamic< T > &	A,
		const CVectorDynamic< T > &	b
	)

inherited

this = A^T * b , with A and b a dynamic matrix & vector

Definition at line 490 of file MatrixVectorBase_impl.h.

◆ maxCoeff() [1/3]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::maxCoeff ( ) const

inherited

Maximum value in the matrix/vector.

Definition at line 361 of file MatrixVectorBase_impl.h.

◆ maxCoeff() [2/3]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::maxCoeff ( std::size_t & outIndexOfMax ) const

inherited

Definition at line 382 of file MatrixVectorBase_impl.h.

◆ maxCoeff() [3/3]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::maxCoeff	(	std::size_t &	rowIdx,
		std::size_t &	colIdx
	)		const

inherited

Definition at line 407 of file MatrixVectorBase_impl.h.

◆ maximumDiagonal()

T mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::maximumDiagonal ( ) const

inherited

Returns the maximum value in the diagonal.

Definition at line 207 of file MatrixBase_impl.h.

◆ mbDerived() [1/2]

CMatrixFixed< T, ROWS, COLS > & mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::mbDerived ( )

inlineinherited

Definition at line 26 of file MatrixBase.h.

◆ mbDerived() [2/2]

const CMatrixFixed< T, ROWS, COLS > & mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::mbDerived ( ) const

inlineinherited

Definition at line 27 of file MatrixBase.h.

◆ minCoeff() [1/3]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::minCoeff ( ) const

inherited

Minimum value in the matrix/vector.

Definition at line 355 of file MatrixVectorBase_impl.h.

◆ minCoeff() [2/3]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::minCoeff ( std::size_t & outIndexOfMin ) const

inherited

Definition at line 367 of file MatrixVectorBase_impl.h.

◆ minCoeff() [3/3]

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::minCoeff	(	std::size_t &	rowIdx,
		std::size_t &	colIdx
	)		const

inherited

Definition at line 396 of file MatrixVectorBase_impl.h.

◆ minimumDiagonal()

T mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::minimumDiagonal ( ) const

inherited

Returns the minimum value in the diagonal.

Definition at line 213 of file MatrixBase_impl.h.

◆ mvbDerived() [1/2]

CMatrixFixed< T, ROWS, COLS > & mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::mvbDerived ( )

inlineinherited

Definition at line 59 of file MatrixVectorBase.h.

◆ mvbDerived() [2/2]

const CMatrixFixed< T, ROWS, COLS > & mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::mvbDerived ( ) const

inlineinherited

Definition at line 60 of file MatrixVectorBase.h.

◆ norm()

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::norm ( ) const

inherited

Compute the L2 norm of a vector/array/matrix (the Euclidean distance to the origin, taking all the elements as a single vector).

See also: norm

Definition at line 503 of file MatrixVectorBase_impl.h.

Referenced by mrpt::nav::CPTG_Holo_Blend::inverseMap_WS2TP().

◆ norm_inf()

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::norm_inf ( ) const

inherited

Compute the norm-infinite of a vector ($f[ ||{v}||_ $f]), ie the maximum absolute value of the elements.

Definition at line 497 of file MatrixVectorBase_impl.h.

◆ operator!=()

bool mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator!= ( const OTHERMATVEC & o ) const

inlineinherited

Definition at line 441 of file MatrixVectorBase.h.

◆ operator()() [1/4]

template<typename T, std::size_t ROWS, std::size_t COLS>

T& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator()	(	int	row,
		int	col
	)

inline

Access (row,col), without out-of-bounds check (except in Debug builds)

Definition at line 277 of file CMatrixFixed.h.

◆ operator()() [2/4]

template<typename T, std::size_t ROWS, std::size_t COLS>

const T& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator()	(	int	row,
		int	col
	)		const

inline

Definition at line 283 of file CMatrixFixed.h.

◆ operator()() [3/4]

template<typename T, std::size_t ROWS, std::size_t COLS>

T& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator() ( int i )

inline

Access the i-th element, Row-Major order, without out-of-bounds check (except in Debug builds)

Definition at line 293 of file CMatrixFixed.h.

◆ operator()() [4/4]

template<typename T, std::size_t ROWS, std::size_t COLS>

const T& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator() ( int i ) const

inline

Definition at line 298 of file CMatrixFixed.h.

◆ operator*() [1/4]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator* ( const MatrixVectorBase< S2, D2 > & m2 ) const

inlineinherited

Definition at line 214 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator*() [2/4]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator* ( const T s ) const

inlineinherited

Definition at line 219 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator*() [3/4]

CMatrixDynamic< T > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator* ( const CMatrixDynamic< T > & v )

inherited

Definition at line 436 of file MatrixVectorBase_impl.h.

◆ operator*() [4/4]

CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator* ( const CMatrixFixed< T, ROWS, COLS > & m2 ) const

inherited

Definition at line 468 of file MatrixVectorBase_impl.h.

References ASSERTMSG_.

◆ operator*=()

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator*= ( T s )

inherited

Definition at line 430 of file MatrixVectorBase_impl.h.

◆ operator+() [1/2]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator+ ( const MatrixVectorBase< S2, D2 > & m2 ) const

inlineinherited

Definition at line 188 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator+() [2/2]

CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator+ ( const CMatrixFixed< T, ROWS, COLS > & m2 ) const

inlineinherited

Definition at line 288 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::impl_op_add().

◆ operator+=() [1/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator+= ( const MatrixVectorBase< S2, D2 > & m2 )

inlineinherited

Definition at line 194 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator+=() [2/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator+= ( T s )

inherited

Definition at line 418 of file MatrixVectorBase_impl.h.

◆ operator+=() [3/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator+= ( const CMatrixFixed< T, ROWS, COLS > & m2 )

inlineinherited

Definition at line 303 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::impl_op_selfadd().

◆ operator-() [1/3]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator- ( ) const

inlineinherited

Definition at line 181 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator-() [2/3]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator- ( const MatrixVectorBase< S2, D2 > & m2 ) const

inlineinherited

Definition at line 201 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator-() [3/3]

CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator- ( const CMatrixFixed< T, ROWS, COLS > & m2 ) const

inlineinherited

Definition at line 318 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::impl_op_subs().

◆ operator-=() [1/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator-= ( const MatrixVectorBase< S2, D2 > & m2 )

inlineinherited

Definition at line 207 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator-=() [2/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator-= ( T s )

inherited

Definition at line 424 of file MatrixVectorBase_impl.h.

◆ operator-=() [3/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator-= ( const CMatrixFixed< T, ROWS, COLS > & m2 )

inlineinherited

Definition at line 333 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::impl_op_selfsubs().

◆ operator=() [1/3]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<class Derived >

CMatrixFixed& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator= ( const Eigen::MatrixBase< Derived > & m )

inline

Assignment from an Eigen matrix.

Definition at line 143 of file CMatrixFixed.h.

◆ operator=() [2/3]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename VectorType , int Size>

CMatrixFixed& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator= ( const Eigen::VectorBlock< VectorType, Size > & m )

inline

Assignment from an Eigen vector block.

Definition at line 152 of file CMatrixFixed.h.

◆ operator=() [3/3]

template<typename T, std::size_t ROWS, std::size_t COLS>

template<typename U >

CMatrixFixed& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator= ( const CMatrixDynamic< U > & m )

inline

Assignment from a Dynamic matrix.

Definition at line 162 of file CMatrixFixed.h.

◆ operator==()

bool mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::operator== ( const OTHERMATVEC & o ) const

inlineinherited

Definition at line 431 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ operator[]() [1/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

T& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator[] ( int i )

inline

Access the [i-th] element (for 1xN or Nx1 matrices)

Definition at line 305 of file CMatrixFixed.h.

◆ operator[]() [2/2]

template<typename T, std::size_t ROWS, std::size_t COLS>

const T& mrpt::math::CMatrixFixed< T, ROWS, COLS >::operator[] ( int i ) const

inline

Definition at line 311 of file CMatrixFixed.h.

◆ rank()

int mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::rank ( T threshold = 0 ) const

inherited

Finds the rank of the matrix via LU decomposition.

Uses Eigen's default threshold unless threshold>0.

Definition at line 156 of file MatrixBase_impl.h.

◆ removeColumns()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::removeColumns ( const std::vector< std::size_t > & idxsToRemove )

inherited

Removes columns of the matrix.

Indices may be unsorted and duplicated

Definition at line 38 of file MatrixBase_impl.h.

◆ removeRows()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::removeRows ( const std::vector< std::size_t > & idxsToRemove )

inherited

Removes rows of the matrix.

Indices may be unsorted and duplicated

Definition at line 65 of file MatrixBase_impl.h.

◆ resize() [1/3]

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::resize ( size_t n )

inline

Definition at line 204 of file CMatrixFixed.h.

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::resize().

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◆ resize() [2/3]

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::resize	(	const matrix_size_t &	siz,
		[[maybe_unused] ] bool	zeroNewElements = `false`
	)

inline

Throws if size does not match with the fixed matrix size.

Definition at line 215 of file CMatrixFixed.h.

◆ resize() [3/3]

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::resize	(	size_t	row,
		size_t	col
	)

inline

Definition at line 220 of file CMatrixFixed.h.

◆ row() [1/2]

auto mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::row ( int rowIdx )

inlineinherited

Definition at line 100 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ row() [2/2]

auto mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::row ( int rowIdx ) const

inlineinherited

Definition at line 105 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ rows()

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr size_type mrpt::math::CMatrixFixed< T, ROWS, COLS >::rows ( ) const

inline

Number of rows in the matrix.

See also: rows()

Definition at line 227 of file CMatrixFixed.h.

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::CMatrixFixed(), mrpt::poses::CPose3DPDFGaussian::enforceCovSymmetry(), mrpt::poses::CPose3DPDFGaussianInf::enforceCovSymmetry(), mrpt::poses::CPose3DQuatPDFGaussian::enforceCovSymmetry(), mrpt::math::operator>>(), mrpt::vision::pinhole::projectPoints_with_distortion(), mrpt::poses::CPose3DQuatPDFGaussianInf::serializeFrom(), mrpt::poses::CPose3DQuatPDFGaussianInf::serializeTo(), mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::setFromMatrixLike(), and TEST().

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◆ saveToTextFile()

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::saveToTextFile	(	const std::string &	file,
		mrpt::math::TMatrixTextFileFormat	fileFormat = `mrpt::math::MATRIX_FORMAT_ENG`,
		bool	appendMRPTHeader = `false`,
		const std::string &	userHeader = `std::string()`
	)		const

inherited

Saves the vector/matrix to a file compatible with MATLAB/Octave text format.

Parameters

file	The target filename.
fileFormat	See TMatrixTextFileFormat. The format of the numbers in the text file.
appendMRPTHeader	Insert this header to the file "% File generated by MRPT. Load with MATLAB with: VAR=load(FILENAME);"
userHeader	Additional text to be written at the head of the file. Typically MALAB comments "% This file blah blah". Final end-of-line is not needed.

See also: loadFromTextFile, CMatrixDynamic::inMatlabFormat, SAVE_MATRIX

Definition at line 157 of file MatrixVectorBase_impl.h.

References mrpt::system::os::fclose(), mrpt::system::os::fopen(), mrpt::system::os::fprintf(), mrpt::math::MATRIX_FORMAT_ENG, mrpt::math::MATRIX_FORMAT_FIXED, and mrpt::math::MATRIX_FORMAT_INT.

◆ setConstant() [1/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::setConstant ( const T value )

inlineinherited

Definition at line 75 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::fill().

◆ setConstant() [2/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::setConstant	(	size_t	nrows,
		size_t	ncols,
		const T	value
	)

inlineinherited

Definition at line 76 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::fill(), and mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ setConstant() [3/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::setConstant	(	size_t	nrows,
		const T	value
	)

inlineinherited

Definition at line 81 of file MatrixVectorBase.h.

References ASSERTMSG_, and mrpt::math::MatrixVectorBase< Scalar, Derived >::setConstant().

◆ setDiagonal() [1/3]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::setDiagonal	(	const std::size_t	N,
		const T	value
	)

inlineinherited

Resize to NxN, set all entries to zero, except the main diagonal which is set to value

Definition at line 34 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

Referenced by mrpt::img::CCanvas::ellipseGaussian().

◆ setDiagonal() [2/3]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::setDiagonal ( const T value )

inlineinherited

Set all entries to zero, except the main diagonal which is set to value

Definition at line 43 of file MatrixBase.h.

References ASSERT_EQUAL_, mrpt::math::MatrixBase< Scalar, Derived >::mbDerived(), and mrpt::math::MatrixBase< Scalar, Derived >::setDiagonal().

◆ setDiagonal() [3/3]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::setDiagonal ( const std::vector< T > & diags )

inlineinherited

Resizes to NxN, with N the length of the input vector, set all entries to zero, except the main diagonal which is set to values in the vector.

Definition at line 51 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::mbDerived().

◆ setFromMatrixLike()

template<typename T, std::size_t ROWS, std::size_t COLS>

template<class MAT >

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::setFromMatrixLike ( const MAT & m )

inline

Definition at line 132 of file CMatrixFixed.h.

Referenced by mrpt::vision::CDifodo::computeWeights(), and mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::operator=().

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◆ setIdentity() [1/2]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::setIdentity ( )

inlineinherited

Definition at line 57 of file MatrixBase.h.

References ASSERT_EQUAL_, mrpt::math::MatrixBase< Scalar, Derived >::mbDerived(), and mrpt::math::MatrixBase< Scalar, Derived >::setDiagonal().

Referenced by TEST().

◆ setIdentity() [2/2]

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::setIdentity ( const std::size_t N )

inlineinherited

Definition at line 62 of file MatrixBase.h.

References mrpt::math::MatrixBase< Scalar, Derived >::setDiagonal().

◆ setSize()

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::setSize	(	size_t	row,
		size_t	col,
		[[maybe_unused] ] bool	zeroNewElements = `false`
	)

inline

Throws if size does not match with the fixed matrix size.

Definition at line 190 of file CMatrixFixed.h.

Referenced by mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::conservativeResize(), and mrpt::math::CMatrixFixed< double, ObsDim, PointDof >::setFromMatrixLike().

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◆ setZero() [1/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::setZero ( )

inlineinherited

Definition at line 112 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::fill().

Referenced by mrpt::poses::CPose3DPDFParticles::getCovarianceAndMean(), mrpt::vision::recompute_errors_and_Jacobians(), Pose3DTests::test_Jacob_dAexpeD_de(), Pose3DTests::test_Jacob_dDexpe_de(), and Pose3DTests::test_Jacob_dexpeD_de().

◆ setZero() [2/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::setZero	(	size_t	nrows,
		size_t	ncols
	)

inlineinherited

Definition at line 113 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::setConstant().

◆ setZero() [3/3]

void mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::setZero ( size_t nrows )

inlineinherited

Definition at line 117 of file MatrixVectorBase.h.

References ASSERTMSG_, and mrpt::math::MatrixVectorBase< Scalar, Derived >::setConstant().

◆ size()

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr matrix_size_t mrpt::math::CMatrixFixed< T, ROWS, COLS >::size ( ) const

inline

Get a 2-vector with [NROWS NCOLS] (as in MATLAB command size(x))

Definition at line 233 of file CMatrixFixed.h.

Referenced by mrpt::maps::COccupancyGridMap2D::internal_insertObservation().

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◆ sum()

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::sum ( ) const

inherited

Sum of all elements in matrix/vector.

Definition at line 343 of file MatrixVectorBase_impl.h.

◆ sum_abs()

T mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::sum_abs ( ) const

inherited

Sum of the absolute value of all elements in matrix/vector.

Definition at line 349 of file MatrixVectorBase_impl.h.

◆ sum_At()

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::sum_At ( const CMatrixFixed< Scalar, ROWS, COLS > & A )

inline

this += A^T

Definition at line 330 of file CMatrixFixed.h.

◆ swap()

template<typename T, std::size_t ROWS, std::size_t COLS>

void mrpt::math::CMatrixFixed< T, ROWS, COLS >::swap ( CMatrixFixed< T, ROWS, COLS > & o )

inline

Definition at line 197 of file CMatrixFixed.h.

Referenced by mrpt::poses::CPose3DQuat::swap().

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◆ tail()

CMatrixFixed<T , N, 1> mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::tail ( ) const

inlineinherited

Definition at line 226 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ trace()

T mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::trace ( ) const

inherited

Returns the trace of the matrix (not necessarily square).

Definition at line 219 of file MatrixBase_impl.h.

◆ transpose() [1/2]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::transpose ( )

inlineinherited

Definition at line 159 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

Referenced by mrpt::poses::CPose3DPDFGaussian::copyFrom(), and mrpt::img::CCanvas::ellipseGaussian().

◆ transpose() [2/2]

auto mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::transpose ( ) const

inlineinherited

Definition at line 164 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::mvbDerived().

◆ unsafeRemoveColumns()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::unsafeRemoveColumns ( const std::vector< std::size_t > & idxs )

inherited

Removes columns of the matrix.

This "unsafe" version assumes indices sorted in ascending order.

Definition at line 22 of file MatrixBase_impl.h.

◆ unsafeRemoveRows()

void mrpt::math::MatrixBase< T , CMatrixFixed< T, ROWS, COLS > >::unsafeRemoveRows ( const std::vector< std::size_t > & idxs )

inherited

Removes rows of the matrix.

This "unsafe" version assumes indices sorted in ascending order.

Definition at line 49 of file MatrixBase_impl.h.

◆ Zero() [1/2]

static CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::Zero ( )

inlinestaticinherited

Definition at line 125 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::Constant().

◆ Zero() [2/2]

static CMatrixFixed< T, ROWS, COLS > mrpt::math::MatrixVectorBase< T , CMatrixFixed< T, ROWS, COLS > >::Zero	(	size_t	nrows,
		size_t	ncols
	)

inlinestaticinherited

Definition at line 126 of file MatrixVectorBase.h.

References mrpt::math::MatrixVectorBase< Scalar, Derived >::Constant().

Member Data Documentation

◆ ColsAtCompileTime

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr int mrpt::math::CMatrixFixed< T, ROWS, COLS >::ColsAtCompileTime = COLS

static

Definition at line 52 of file CMatrixFixed.h.

◆ is_mrpt_type

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr int mrpt::math::CMatrixFixed< T, ROWS, COLS >::is_mrpt_type = 1

static

Definition at line 54 of file CMatrixFixed.h.

◆ m_data

template<typename T, std::size_t ROWS, std::size_t COLS>

vec_t mrpt::math::CMatrixFixed< T, ROWS, COLS >::m_data

private

Definition at line 38 of file CMatrixFixed.h.

◆ RowsAtCompileTime

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr int mrpt::math::CMatrixFixed< T, ROWS, COLS >::RowsAtCompileTime = ROWS

static

Definition at line 51 of file CMatrixFixed.h.

◆ SizeAtCompileTime

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr int mrpt::math::CMatrixFixed< T, ROWS, COLS >::SizeAtCompileTime = ROWS * COLS

static

Definition at line 53 of file CMatrixFixed.h.

◆ StorageOrder

template<typename T, std::size_t ROWS, std::size_t COLS>

constexpr int mrpt::math::CMatrixFixed< T, ROWS, COLS >::StorageOrder

static

Initial value:

=

(ROWS != 1 && COLS == 1) ? 0 : 1

Definition at line 55 of file CMatrixFixed.h.

Detailed Description

template<typename T, std::size_t ROWS, std::size_t COLS> class mrpt::math::CMatrixFixed< T, ROWS, COLS >

Public Member Functions

Static Public Member Functions

Private Types

Private Attributes

Matrix type definitions

Iterators interface

Initialization methods

Member Typedef Documentation

◆ const_iterator

◆ const_reference

◆ difference_type

◆ eigen_t

◆ Index

◆ iterator

◆ reference

◆ Scalar

◆ size_type

◆ value_type

◆ vec_t

Constructor & Destructor Documentation

◆ CMatrixFixed() [1/9]

◆ CMatrixFixed() [2/9]

◆ CMatrixFixed() [3/9]

◆ CMatrixFixed() [4/9]

◆ CMatrixFixed() [5/9]

◆ CMatrixFixed() [6/9]

◆ CMatrixFixed() [7/9]

◆ CMatrixFixed() [8/9]

◆ CMatrixFixed() [9/9]

Member Function Documentation

◆ array() [1/2]

◆ array() [2/2]

◆ asEigen() [1/2]

◆ asEigen() [2/2]

◆ assign()

◆ asString()

◆ begin() [1/2]

◆ begin() [2/2]

◆ block() [1/3]

◆ block() [2/3]

◆ block() [3/3]

◆ blockCopy()

◆ cast_double()

◆ cast_float()

◆ cbegin()

◆ cend()

◆ chol()

◆ coeff()

◆ coeffRef()

◆ col() [1/2]

◆ col() [2/2]

◆ cols()

◆ conservativeResize()

◆ Constant() [1/2]

◆ Constant() [2/2]

◆ derived() [1/2]

◆ derived() [2/2]

◆ det()

◆ dot() [1/2]

◆ dot() [2/2]

◆ eig()

◆ eig_symmetric()

◆ empty()

◆ end() [1/2]

◆ end() [2/2]

◆ extractColumn() [1/2]

◆ extractColumn() [2/2]

◆ extractMatrix() [1/2]

◆ extractMatrix() [2/2]

◆ extractRow() [1/2]

◆ extractRow() [2/2]

◆ fill()

◆ fromMatlabStringFormat()

◆ head()

◆ Identity() [1/2]

◆ Identity() [2/2]

◆ inMatlabFormat()

◆ insertMatrix()

template<typename T, std::size_t ROWS, std::size_t COLS>
class mrpt::math::CMatrixFixed< T, ROWS, COLS >