@@ -1,5 +1,5 @@
/*! @ file pimathmatrix.h
* @ brief PIMathMatrix
/*! \ file pimathmatrix.h
* \ brief PIMathMatrix
*
* This file declare math matrix class, which performs various matrix operations
*/
@@ -37,7 +37,7 @@
# pragma pack(push, 1)
//! @ brief A class that works with square matrix operations, the input data of which are columns, rows and the data type of the matrix
//! \ brief A class that works with square matrix operations, the input data of which are columns, rows and the data type of the matrix
//! @tparam Rows rows number of matrix
//! @tparam С
//! @tparam Type is the data type of the matrix. There are can be basic C++ language data and different classes where the arithmetic operators(=, +=, -=, *=, /=, ==, !=, +, -, *, /)
@@ -53,12 +53,12 @@ class PIP_EXPORT PIMathMatrixT {
static_assert ( Cols > 0 , " Column count must be > 0 " ) ;
public :
/**
* @ brief Constructs PIMathMatrixT that is filled by \a new_value
* \ brief Constructs PIMathMatrixT that is filled by \a new_value
*/
PIMathMatrixT ( const Type & new_value = Type ( ) ) { PIMM_FOR m [ r ] [ c ] = new_value ; }
/**
* @ brief Contructs PIMathMatrixT from PIVector
* \ brief Contructs PIMathMatrixT from PIVector
*/
PIMathMatrixT ( const PIVector < Type > & val ) {
assert ( Rows * Cols = = val . size ( ) ) ;
@@ -67,7 +67,7 @@ public:
}
/**
* @ brief Contructs PIMathMatrixT from C++11 initializer list
* \ brief Contructs PIMathMatrixT from C++11 initializer list
*/
PIMathMatrixT ( std : : initializer_list < Type > init_list ) {
assert ( Rows * Cols = = init_list . size ( ) ) ;
@@ -76,7 +76,7 @@ public:
}
/**
* @ brief С
* \ brief С
*
* @return identity matrix of type PIMathMatrixT
*/
@@ -87,21 +87,21 @@ public:
}
/**
* @ brief Method which returns number of columns in matrix
* \ brief Method which returns number of columns in matrix
*
* @return type uint shows number of columns
*/
constexpr uint cols ( ) const { return Cols ; }
/**
* @ brief Method which returns number of rows in matrix
* \ brief Method which returns number of rows in matrix
*
* @return type uint shows number of rows
*/
constexpr uint rows ( ) const { return Rows ; }
/**
* @ brief Method which returns the selected column in PIMathVectorT format.
* \ brief Method which returns the selected column in PIMathVectorT format.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param index is the number of the selected column
@@ -114,7 +114,7 @@ public:
}
/**
* @ brief Method which returns the selected row in PIMathVectorT format
* \ brief Method which returns the selected row in PIMathVectorT format
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param index is the number of the selected row
@@ -127,7 +127,7 @@ public:
}
/**
* @ brief Set the selected column in matrix.
* \ brief Set the selected column in matrix.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param index is the number of the selected column
@@ -140,7 +140,7 @@ public:
}
/**
* @ brief Set the selected row in matrix
* \ brief Set the selected row in matrix
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param index is the number of the selected row
@@ -153,7 +153,7 @@ public:
}
/**
* @ brief Method which changes selected rows in a matrix.
* \ brief Method which changes selected rows in a matrix.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param rf is the number of the first selected row
@@ -166,7 +166,7 @@ public:
}
/**
* @ brief Method which changes selected columns in a matrix.
* \ brief Method which changes selected columns in a matrix.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param cf is the number of the first selected column
@@ -179,7 +179,7 @@ public:
}
/**
* @ brief Method which fills the matrix with selected value
* \ brief Method which fills the matrix with selected value
*
* @param v is a parameter the type and value of which is selected and later filled into the matrix
* @return filled matrix type _CMatrix
@@ -190,14 +190,14 @@ public:
}
/**
* @ brief Method which checks if matrix is square
* \ brief Method which checks if matrix is square
*
* @return true if matrix is square, else false
*/
constexpr bool isSquare ( ) const { return Rows = = Cols ; }
/**
* @ brief Method which checks if main diagonal of matrix consists of ones and another elements are zeros
* \ brief Method which checks if main diagonal of matrix consists of ones and another elements are zeros
*
* @return true if matrix is identitied, else false
*/
@@ -207,7 +207,7 @@ public:
}
/**
* @ brief Method which checks if every elements of matrix are zeros
* \ brief Method which checks if every elements of matrix are zeros
*
* @return true if matrix is null, else false
*/
@@ -218,7 +218,7 @@ public:
/**
* @ brief Read-only access to element by \a row and \a col.
* \ brief Read-only access to element by \a row and \a col.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param row of matrix
@@ -228,7 +228,7 @@ public:
Type at ( uint row , uint col ) const { return m [ row ] [ col ] ; }
/**
* @ brief Full access to element by \a row and \a col.
* \ brief Full access to element by \a row and \a col.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param row of matrix
@@ -238,7 +238,7 @@ public:
inline Type & element ( uint row , uint col ) { return m [ row ] [ col ] ; }
/**
* @ brief Read-only access to element by \a row and \a col.
* \ brief Read-only access to element by \a row and \a col.
* If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param row of matrix
@@ -248,7 +248,7 @@ public:
inline const Type & element ( uint row , uint col ) const { return m [ row ] [ col ] ; }
/**
* @ brief Full access to the matrix row pointer. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Full access to the matrix row pointer. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param row of matrix
* @return matrix row pointer
@@ -256,7 +256,7 @@ public:
Type * operator [ ] ( uint row ) { return m [ row ] ; }
/**
* @ brief Read-only access to the matrix row pointer. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Read-only access to the matrix row pointer. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param row of matrix
* @return matrix row pointer
@@ -264,7 +264,7 @@ public:
const Type * operator [ ] ( uint row ) const { return m [ row ] ; }
/**
* @ brief Matrix compare
* \ brief Matrix compare
*
* @param sm matrix for compare
* @return if matrices are equal true, else false
@@ -275,7 +275,7 @@ public:
}
/**
* @ brief Matrix negative compare
* \ brief Matrix negative compare
*
* @param sm matrix for compare
* @return if matrices are not equal true, else false
@@ -283,21 +283,21 @@ public:
bool operator ! = ( const _CMatrix & sm ) const { return ! ( * this = = sm ) ; }
/**
* @ brief Addition assignment with matrix "sm"
* \ brief Addition assignment with matrix "sm"
*
* @param sm matrix for the addition assigment
*/
void operator + = ( const _CMatrix & sm ) { PIMM_FOR m [ r ] [ c ] + = sm . m [ r ] [ c ] ; }
/**
* @ brief Subtraction assignment with matrix "sm"
* \ brief Subtraction assignment with matrix "sm"
*
* @param sm matrix for the subtraction assigment
*/
void operator - = ( const _CMatrix & sm ) { PIMM_FOR m [ r ] [ c ] - = sm . m [ r ] [ c ] ; }
/**
* @ brief Multiplication assignment with value "v"
* \ brief Multiplication assignment with value "v"
*
* @param v value for the multiplication assigment
*/
@@ -306,7 +306,7 @@ public:
}
/**
* @ brief Division assignment with value "v"
* \ brief Division assignment with value "v"
*
* @param v value for the division assigment
*/
@@ -316,7 +316,7 @@ public:
}
/**
* @ brief Matrix substraction
* \ brief Matrix substraction
*
* @return the result of matrix substraction
*/
@@ -327,7 +327,7 @@ public:
}
/**
* @ brief Matrix addition
* \ brief Matrix addition
*
* @param sm is matrix term
* @return the result of matrix addition
@@ -339,7 +339,7 @@ public:
}
/**
* @ brief Matrix substraction
* \ brief Matrix substraction
*
* @param sm is matrix subtractor
* @return the result of matrix substraction
@@ -351,7 +351,7 @@ public:
}
/**
* @ brief Matrix multiplication
* \ brief Matrix multiplication
*
* @param v is value factor
* @return the result of matrix multiplication
@@ -363,7 +363,7 @@ public:
}
/**
* @ brief Matrix division
* \ brief Matrix division
*
* @param v is value divider
* @return the result of matrix division
@@ -376,7 +376,7 @@ public:
}
/**
* @ brief Determinant of the matrix is
* \ brief Determinant of the matrix is
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return matrix determinant
@@ -394,7 +394,7 @@ public:
}
/**
* @ brief Trace of the matrix is calculated. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Trace of the matrix is calculated. Works only with square matrix, nonzero matrices and invertible matrix
*
* @return matrix trace
*/
@@ -408,7 +408,7 @@ public:
}
/**
* @ brief Transforming matrix to upper triangular. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Transforming matrix to upper triangular. Works only with square matrix, nonzero matrices and invertible matrix
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return copy of transformed upper triangular matrix
@@ -448,7 +448,7 @@ public:
}
/**
* @ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return copy of inverted matrix
@@ -502,7 +502,7 @@ public:
}
/**
* @ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return inverted matrix
@@ -514,7 +514,7 @@ public:
}
/**
* @ brief Matrix transposition operation. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Matrix transposition operation. Works only with square matrix, nonzero matrices and invertible matrix
*
* @return transposed matrix
*/
@@ -525,7 +525,7 @@ public:
}
/**
* @ brief Matrix rotation operation. Works only with 2x2 matrix
* \ brief Matrix rotation operation. Works only with 2x2 matrix
*
* @return rotated matrix
*/
@@ -565,7 +565,7 @@ inline std::ostream & operator <<(std::ostream & s, const PIMathMatrixT<Rows, Co
# endif
/**
* @ brief Add matrix "m" at the end of matrix and return reference to matrix
* \ brief Add matrix "m" at the end of matrix and return reference to matrix
*
* @param s PICout type
* @param m PIMathMatrixT type
@@ -586,7 +586,7 @@ inline PICout operator<<(PICout s, const PIMathMatrixT<Rows, Cols, Type> &m) {
}
/**
* @ brief Multiplying matrices by each other. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Multiplying matrices by each other. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param fm first matrix multiplier
* @param sm second matrix multiplier
@@ -609,7 +609,7 @@ inline PIMathMatrixT<Rows0, Cols1, Type> operator*(const PIMathMatrixT<Rows0, CR
}
/**
* @ brief Multiplying matrix and vector. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Multiplying matrix and vector. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param fm first matrix multiplier
* @param sv second vector multiplier
@@ -630,7 +630,7 @@ inline PIMathVectorT<Rows, Type> operator*(const PIMathMatrixT<Rows, Cols, Type>
}
/**
* @ brief Multiplying vector and matrix. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Multiplying vector and matrix. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param sv first vector multiplier
* @param fm second matrix multiplier
@@ -651,7 +651,7 @@ inline PIMathVectorT<Cols, Type> operator*(const PIMathVectorT<Rows, Type> &sv,
}
/**
* @ brief Multiplying value of type Type and matrix
* \ brief Multiplying value of type Type and matrix
*
* @param x first multiplier of type Type
* @param fm second matrix multiplier
@@ -689,7 +689,7 @@ class PIMathMatrix;
# define PIMM_FOR_C for (uint i = 0; i < _V2D::cols_; ++i)
# define PIMM_FOR_R for (uint i = 0; i < _V2D::rows_; ++i)
//! @ brief A class that works with matrix operations, the input data of which is the data type of the matrix
//! \ brief A class that works with matrix operations, the input data of which is the data type of the matrix
//! @tparam There are can be basic C++ language data and different classes where the arithmetic operators(=, +=, -=, *=, /=, ==, !=, +, -, *, /)
//! of the C++ language are implemented
template < typename Type >
@@ -698,7 +698,7 @@ class PIP_EXPORT PIMathMatrix : public PIVector2D<Type> {
typedef PIMathMatrix < Type > _CMatrix ;
public :
/**
* @ brief Constructor of class PIMathMatrix, which creates a matrix
* \ brief Constructor of class PIMathMatrix, which creates a matrix
*
* @param cols is number of matrix column uint type
* @param rows is number of matrix row uint type
@@ -707,7 +707,7 @@ public:
PIMathMatrix ( const uint cols = 0 , const uint rows = 0 , const Type & f = Type ( ) ) { _V2D : : resize ( rows , cols , f ) ; }
/**
* @ brief Constructor of class PIMathMatrix, which creates a matrix
* \ brief Constructor of class PIMathMatrix, which creates a matrix
*
* @param cols is number of matrix column uint type
* @param rows is number of matrix row uint type
@@ -720,7 +720,7 @@ public:
}
/**
* @ brief Constructor of class PIMathMatrix, which creates a matrix
* \ brief Constructor of class PIMathMatrix, which creates a matrix
*
* @param val is PIVector<Type> of PIVector, which creates matrix
*/
@@ -736,7 +736,7 @@ public:
}
/**
* @ brief Constructor of class PIMathMatrix, which creates a matrix
* \ brief Constructor of class PIMathMatrix, which creates a matrix
*
* @param val is PIVector2D<Type>, which creates matrix
*/
@@ -748,7 +748,7 @@ public:
}
/**
* @ brief Creates a matrix whose main diagonal is filled with ones and the remaining elements are zeros
* \ brief Creates a matrix whose main diagonal is filled with ones and the remaining elements are zeros
*
* @param cols is number of matrix column uint type
* @param rows is number of matrix row uint type
@@ -761,7 +761,7 @@ public:
}
/**
* @ brief Creates a row matrix of every element that is equal to every element of the vector
* \ brief Creates a row matrix of every element that is equal to every element of the vector
*
* @param val is the vector type PIMathVector
* @return row matrix of every element that is equal to every element of the vector
@@ -769,7 +769,7 @@ public:
static _CMatrix matrixRow ( const PIMathVector < Type > & val ) { return _CMatrix ( val . size ( ) , 1 , val . toVector ( ) ) ; }
/**
* @ brief Creates a column matrix of every element that is equal to every element of the vector
* \ brief Creates a column matrix of every element that is equal to every element of the vector
*
* @param val is the vector type PIMathVector
* @return column matrix of every element that is equal to every element of the vector
@@ -777,7 +777,7 @@ public:
static _CMatrix matrixCol ( const PIMathVector < Type > & val ) { return _CMatrix ( 1 , val . size ( ) , val . toVector ( ) ) ; }
/**
* @ brief Set the selected column in matrix. If there are more elements of the vector than elements in the column of the matrix
* \ brief Set the selected column in matrix. If there are more elements of the vector than elements in the column of the matrix
* or index larger than the number of columns otherwise there will be "undefined behavior"
*
* @param index is the number of the selected column
@@ -791,7 +791,7 @@ public:
}
/**
* @ brief Set the selected row in matrix. If there are more elements of the vector than elements in the row of the matrix,
* \ brief Set the selected row in matrix. If there are more elements of the vector than elements in the row of the matrix,
* or index larger than the number of rows otherwise there will be "undefined behavior"
* @param index is the number of the selected row
* @param v is a vector of the type _CMCol that needs to fill the row
@@ -804,7 +804,7 @@ public:
}
/**
* @ brief Method which replace selected columns in a matrix. You cannot use an index larger than the number of columns,
* \ brief Method which replace selected columns in a matrix. You cannot use an index larger than the number of columns,
* otherwise there will be "undefined behavior"
*
* @param r0 is the number of the first selected row
@@ -817,7 +817,7 @@ public:
}
/**
* @ brief Method which replace selected rows in a matrix. You cannot use an index larger than the number of rows,
* \ brief Method which replace selected rows in a matrix. You cannot use an index larger than the number of rows,
* otherwise there will be "undefined behavior"
*
* @param c0 is the number of the first selected row
@@ -830,7 +830,7 @@ public:
}
/**
* @ brief Method which fills the matrix with selected value
* \ brief Method which fills the matrix with selected value
*
* @param v is a parameter the type and value of which is selected and later filled into the matrix
* @return filled matrix type _CMatrix
@@ -841,14 +841,14 @@ public:
}
/**
* @ brief Method which checks if matrix is square
* \ brief Method which checks if matrix is square
*
* @return true if matrix is square, else false
*/
bool isSquare ( ) const { return _V2D : : cols_ = = _V2D : : rows_ ; }
/**
* @ brief Method which checks if main diagonal of matrix consists of ones and another elements are zeros
* \ brief Method which checks if main diagonal of matrix consists of ones and another elements are zeros
*
* @return true if matrix is identity, else false
*/
@@ -858,7 +858,7 @@ public:
}
/**
* @ brief Method which checks if every elements of matrix are zeros
* \ brief Method which checks if every elements of matrix are zeros
*
* @return true if matrix elements equal to zero, else false
*/
@@ -868,14 +868,14 @@ public:
}
/**
* @ brief Method which checks if matrix is empty
* \ brief Method which checks if matrix is empty
*
* @return true if matrix is valid, else false
*/
bool isValid ( ) const { return ! PIVector2D < Type > : : isEmpty ( ) ; }
/**
* @ brief Addition assignment with matrix "sm"
* \ brief Addition assignment with matrix "sm"
*
* @param sm matrix for the addition assigment
*/
@@ -886,7 +886,7 @@ public:
}
/**
* @ brief Subtraction assignment with matrix "sm"
* \ brief Subtraction assignment with matrix "sm"
*
* @param sm matrix for the subtraction assigment
*/
@@ -897,7 +897,7 @@ public:
}
/**
* @ brief Multiplication assignment with value "v"
* \ brief Multiplication assignment with value "v"
*
* @param v value for the multiplication assigment
*/
@@ -906,7 +906,7 @@ public:
}
/**
* @ brief Division assignment with value "v"
* \ brief Division assignment with value "v"
*
* @param v value for the division assigment
*/
@@ -916,7 +916,7 @@ public:
}
/**
* @ brief Matrix substraction
* \ brief Matrix substraction
*
* @return the result of matrix substraction
*/
@@ -927,7 +927,7 @@ public:
}
/**
* @ brief Matrix addition
* \ brief Matrix addition
*
* @param sm is matrix term
* @return the result of matrix addition
@@ -941,7 +941,7 @@ public:
}
/**
* @ brief Matrix subtraction
* \ brief Matrix subtraction
*
* @param sm is matrix subtractor
* @return the result of matrix subtraction
@@ -955,7 +955,7 @@ public:
}
/**
* @ brief Matrix multiplication
* \ brief Matrix multiplication
*
* @param v is value factor
* @return the result of matrix multiplication
@@ -967,7 +967,7 @@ public:
}
/**
* @ brief Matrix division
* \ brief Matrix division
*
* @param v is value divider
* @return the result of matrix division
@@ -980,7 +980,7 @@ public:
}
/**
* @ brief Determinant of the self matrix is
* \ brief Determinant of the self matrix is
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return matrix determinant
@@ -1001,7 +1001,7 @@ public:
}
/**
* @ brief Trace of the matrix is calculated. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Trace of the matrix is calculated. Works only with square matrix, nonzero matrices and invertible matrix
*
* @return matrix trace
*/
@@ -1015,7 +1015,7 @@ public:
}
/**
* @ brief Transforming matrix to upper triangular. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Transforming matrix to upper triangular. Works only with square matrix, nonzero matrices and invertible matrix
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return copy of transformed upper triangular matrix
@@ -1055,7 +1055,7 @@ public:
}
/**
* @ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @param sv is a vector multiplier
@@ -1114,7 +1114,7 @@ public:
}
/**
* @ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
* \ brief Matrix inversion operation. Works only with square matrix, nonzero matrices and invertible matrix
*
* @param ok is a parameter with which we can find out if the method worked correctly
* @return inverted matrix
@@ -1126,7 +1126,7 @@ public:
}
/**
* @ brief Matrix transposition operation
* \ brief Matrix transposition operation
*
* @return transposed matrix
*/
@@ -1144,7 +1144,7 @@ inline std::ostream & operator <<(std::ostream & s, const PIMathMatrix<Type> & m
# endif
/**
* @ brief Inline operator for outputting the matrix to the console
* \ brief Inline operator for outputting the matrix to the console
*
* @param s PICout type
* @param the matrix type PIMathMatrix that we print to the console
@@ -1165,7 +1165,7 @@ inline PICout operator<<(PICout s, const PIMathMatrix<Type> &m) {
}
/**
* @ brief Inline operator for serializing a matrix into a PIByteArray
* \ brief Inline operator for serializing a matrix into a PIByteArray
*
* @param s PIByteArray type
* @param v PIMathMatrix type
@@ -1178,7 +1178,7 @@ inline PIByteArray &operator<<(PIByteArray &s, const PIMathMatrix<Type> &v) {
}
/**
* @ brief Inline operator to deserialize matrix from PIByteArray
* \ brief Inline operator to deserialize matrix from PIByteArray
*
* @param s PIByteArray type
* @param v PIMathMatrix type
@@ -1192,7 +1192,7 @@ inline PIByteArray &operator>>(PIByteArray &s, PIMathMatrix<Type> &v) {
/**
* @ brief Multiplying matrices by each other. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Multiplying matrices by each other. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param fm first matrix multiplier
* @param sm second matrix multiplier
@@ -1216,7 +1216,7 @@ inline PIMathMatrix<Type> operator*(const PIMathMatrix<Type> &fm,
}
/**
* @ brief Multiplying matrix and vector. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Multiplying matrix and vector. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param fm first matrix multiplier
* @param sv second vector multiplier
@@ -1238,7 +1238,7 @@ inline PIMathVector<Type> operator*(const PIMathMatrix<Type> &fm,
}
/**
* @ brief Multiplying vector and matrix. If you enter an index out of the border of the matrix there will be "undefined behavior"
* \ brief Multiplying vector and matrix. If you enter an index out of the border of the matrix there will be "undefined behavior"
*
* @param sv first vector multiplier
* @param fm second matrix multiplier
@@ -1260,7 +1260,7 @@ inline PIMathVector<Type> operator*(const PIMathVector<Type> &sv,
}
/**
* @ brief Multiplying value of type Type and matrix
* \ brief Multiplying value of type Type and matrix
*
* @param x first multiplier of type Type
* @param v second matrix multiplier
@@ -1275,7 +1275,7 @@ typedef PIMathMatrix<int> PIMathMatrixi;
typedef PIMathMatrix < double > PIMathMatrixd ;
/**
* @ brief Searching hermitian matrix
* \ brief Searching hermitian matrix
*
* @param m conjugate transpose matrix
* @return result of the hermitian
