Class GeneralMatrix

    • Constructor Summary

      Constructors 
      Constructor Description
      GeneralMatrix​(double[][] matrix)
      Constructs a new matrix from a two-dimensional array of doubles.
      GeneralMatrix​(int size)
      Constructs a square identity matrix of size size × size.
      GeneralMatrix​(int numRow, int numCol)
      Creates a matrix of size numRow × numCol.
      GeneralMatrix​(int numRow, int numCol, double... matrix)
      Constructs a numRow × numCol matrix initialized to the values in the matrix array.
      GeneralMatrix​(int numRow, int numCol, Matrix matrix)
      Constructs a numRow × numCol matrix initialized to the values in the matrix array.
      GeneralMatrix​(AffineTransform transform)
      Constructs a 3×3 matrix from the specified affine transform.
      GeneralMatrix​(Bounds srcRegion, Bounds dstRegion)
      Constructs a transform that maps a source region to a destination region.
      GeneralMatrix​(Bounds srcRegion, AxisDirection[] srcAxis, Bounds dstRegion, AxisDirection[] dstAxis)
      Constructs a transform mapping a source region to a destination region.
      GeneralMatrix​(AxisDirection[] srcAxis, AxisDirection[] dstAxis)
      Constructs a transform changing axis order and/or direction.
      GeneralMatrix​(Matrix matrix)
      Constructs a new matrix and copies the initial values from the parameter matrix.
      GeneralMatrix​(GeneralMatrix matrix)
      Constructs a new matrix and copies the initial values from the parameter matrix.
    • Method Summary

      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void add​(double scalar)
      Performs an in-place scalar addition.
      void add​(double scalar, XMatrix matrix)
      Set to the scalar addition of scalar+matrix
      void add​(XMatrix matrix)
      Set to the matrix addition of this+matrix.
      void add​(XMatrix matrix1, XMatrix matrix2)
      Set to the matrix addition of matrix1+matrix2.
      GeneralMatrix clone()
      Returns a clone of this matrix.
      void copySubMatrix​(int rowSource, int colSource, int numRows, int numCol, int rowDest, int colDest, GeneralMatrix target)
      Extract a subMatrix to the provided target
      double determinate()
      Computes the determinant
      boolean equals​(Object obj)  
      boolean equals​(Matrix matrix, double tolerance)
      Compares the element values.
      void getColumn​(int col, double[] array)
      Extract col to provided array.
      double getElement​(int row, int column)
      Returns the value at the row, column position in the matrix.
      double[][] getElements()
      Retrieves the specifiable values in the transformation matrix into a 2-dimensional array of double precision values.
      static double[][] getElements​(Matrix matrix)
      Retrieves the specifiable values in the transformation matrix into a 2-dimensional array of double precision values.
      int getNumCol()
      Gets the number of columns in the matrix.
      int getNumRow()
      Gets the number of rows in the matrix.
      void getRow​(int row, double[] array)
      Extract row to provided array
      int hashCode()  
      void invert()
      Inverts this matrix in place.
      void invert​(Matrix matrix)
      Set to the inverse of the provided matrix.
      boolean isAffine()
      Returns true if this matrix is an affine transform.
      boolean isIdentity()
      Returns true if this matrix is an identity matrix.
      boolean isIdentity​(double tolerance)
      Returns true if this matrix is an identity matrix using the provided tolerance.
      static GeneralMatrix load​(BufferedReader in, Locale locale)
      Loads data from the specified streal until the first blank line or end of stream.
      static GeneralMatrix load​(File file)
      Loads data from the specified file until the first blank line or end of file.
      void mul​(double scalar)
      Sets this matrix to the result of multiplying itself with the provided scalar.
      void mul​(double scalar, Matrix matrix)
      Sets the value of this matrix to the result of multiplying the provided scalar and matrix.
      void mul​(Matrix matrix)
      In-place multiply with provided matrix.
      void mul​(Matrix matrix1, Matrix matrix2)
      In-place update from matrix1 * matrix2.
      void multiply​(Matrix matrix)
      Sets the value of this matrix to the result of multiplying itself with the specified matrix.
      void negate()
      Changes the sign of each element in the matrix.
      void negate​(Matrix matrix)
      Negates the value of this matrix: this = -matrix.
      void set​(double[] matrix)
      Update in place to the provided matrix (row-order).
      void setColumn​(int column, double... values)
      Sets the value of the column using an array of values.
      void setElement​(int row, int column, double value)
      Sets the value of the row, column position in the matrix.
      void setIdentity()
      Sets the main diagonal of this matrix to be 1.0.
      void setRow​(int row, double... values)
      Sets the value of the row using an array of values.
      void setSize​(int numRows, int numCols)
      Resize the matrix to the specified number of rows and columns (preserving remaining elements).
      void setZero()
      Sets each value of the matrix to 0.0.
      void sub​(double scalar)
      In-place matrix subtraction: this - scalar.
      void sub​(double scalar, Matrix matrix)
      Set to the difference of scalar - matrix2.
      void sub​(Matrix matrix)
      In-place matrix subtraction: this - matrix.
      void sub​(Matrix matrix1, Matrix matrix2)
      Set to the difference of matrix1 - matrix2.
      AffineTransform toAffineTransform2D()
      Returns an affine transform for this matrix.
      String toString()
      Returns a string representation of this matrix.
      void transpose()
      Transposes the matrix.
      void transpose​(Matrix matrix)
      Set to the transpose of the provided matrix.
    • Constructor Detail

      • GeneralMatrix

        public GeneralMatrix​(int size)
        Constructs a square identity matrix of size size × size.
        Parameters:
        size - The number of rows and columns.
      • GeneralMatrix

        public GeneralMatrix​(int numRow,
                             int numCol)
        Creates a matrix of size numRow × numCol. Elements on the diagonal j==i are set to 1.
        Parameters:
        numRow - Number of rows.
        numCol - Number of columns.
      • GeneralMatrix

        public GeneralMatrix​(int numRow,
                             int numCol,
                             double... matrix)
        Constructs a numRow × numCol matrix initialized to the values in the matrix array. The array values are copied in one row at a time in row major fashion. The array should be exactly numRow*numCol in length. Note that because row and column numbering begins with zero, numRow and numCol will be one larger than the maximum possible matrix index values.
        Parameters:
        numRow - Number of rows.
        numCol - Number of columns.
        matrix - Initial values in row order
      • GeneralMatrix

        public GeneralMatrix​(int numRow,
                             int numCol,
                             Matrix matrix)
        Constructs a numRow × numCol matrix initialized to the values in the matrix array. The array values are copied in one row at a time in row major fashion. The array should be exactly numRow*numCol in length. Note that because row and column numbering begins with zero, numRow and numCol will be one larger than the maximum possible matrix index values.
        Parameters:
        numRow - Number of rows.
        numCol - Number of columns.
        matrix - Initial values in row order
      • GeneralMatrix

        public GeneralMatrix​(double[][] matrix)
                      throws IllegalArgumentException
        Constructs a new matrix from a two-dimensional array of doubles.
        Parameters:
        matrix - Array of rows. Each row must have the same length.
        Throws:
        IllegalArgumentException - if the specified matrix is not regular (i.e. if all rows doesn't have the same length).
      • GeneralMatrix

        public GeneralMatrix​(Matrix matrix)
        Constructs a new matrix and copies the initial values from the parameter matrix.
        Parameters:
        matrix - The matrix to copy.
      • GeneralMatrix

        public GeneralMatrix​(GeneralMatrix matrix)
        Constructs a new matrix and copies the initial values from the parameter matrix.
        Parameters:
        matrix - The matrix to copy.
      • GeneralMatrix

        public GeneralMatrix​(AffineTransform transform)
        Constructs a 3×3 matrix from the specified affine transform.
        Parameters:
        transform - The matrix to copy.
      • GeneralMatrix

        public GeneralMatrix​(Bounds srcRegion,
                             Bounds dstRegion)
        Constructs a transform that maps a source region to a destination region. Axis order and direction are left unchanged.

        If the source dimension is equals to the destination dimension, then the transform is affine. However, the following special cases are also handled:

        • If the target dimension is smaller than the source dimension, then extra dimensions are dropped.
        • If the target dimension is greater than the source dimension, then the coordinates in the new dimensions are set to 0.
        Parameters:
        srcRegion - The source region.
        dstRegion - The destination region.
      • GeneralMatrix

        public GeneralMatrix​(AxisDirection[] srcAxis,
                             AxisDirection[] dstAxis)
        Constructs a transform changing axis order and/or direction. For example, the transform may converts (NORTH,WEST) coordinates into (EAST,NORTH). Axis direction can be inversed only. For example, it is illegal to transform (NORTH,WEST) coordinates into (NORTH,DOWN).

        If the source dimension is equals to the destination dimension, then the transform is affine. However, the following special cases are also handled:

        • If the target dimension is smaller than the source dimension, extra axis are dropped. An exception is thrown if the target contains some axis not found in the source.
        Parameters:
        srcAxis - The set of axis direction for source coordinate system.
        dstAxis - The set of axis direction for destination coordinate system.
        Throws:
        IllegalArgumentException - If dstAxis contains some axis not found in srcAxis, or if some colinear axis were found.
      • GeneralMatrix

        public GeneralMatrix​(Bounds srcRegion,
                             AxisDirection[] srcAxis,
                             Bounds dstRegion,
                             AxisDirection[] dstAxis)
        Constructs a transform mapping a source region to a destination region. Axis order and/or direction can be changed during the process. For example, the transform may convert (NORTH,WEST) coordinates into (EAST,NORTH). Axis direction can be inversed only. For example, it is illegal to transform (NORTH,WEST) coordinates into (NORTH,DOWN).

        If the source dimension is equals to the destination dimension, then the transform is affine. However, the following special cases are also handled:

        • If the target dimension is smaller than the source dimension, extra axis are dropped. An exception is thrown if the target contains some axis not found in the source.
        Parameters:
        srcRegion - The source region.
        srcAxis - Axis direction for each dimension of the source region.
        dstRegion - The destination region.
        dstAxis - Axis direction for each dimension of the destination region.
        Throws:
        MismatchedDimensionException - if the envelope dimension doesn't matches the axis direction array length.
        IllegalArgumentException - If dstAxis contains some axis not found in srcAxis, or if some colinear axis were found.
    • Method Detail

      • getElements

        public static double[][] getElements​(Matrix matrix)
        Retrieves the specifiable values in the transformation matrix into a 2-dimensional array of double precision values. The values are stored into the 2-dimensional array using the row index as the first subscript and the column index as the second. Values are copied; changes to the returned array will not change this matrix.
        Parameters:
        matrix - The matrix to extract elements from.
        Returns:
        The matrix elements.
      • getElements

        public final double[][] getElements()
        Retrieves the specifiable values in the transformation matrix into a 2-dimensional array of double precision values. The values are stored into the 2-dimensional array using the row index as the first subscript and the column index as the second. Values are copied; changes to the returned array will not change this matrix.
        Returns:
        The matrix elements.
      • isAffine

        public final boolean isAffine()
        Returns true if this matrix is an affine transform. A transform is affine if the matrix is square and last row contains only zeros, except in the last column which contains 1.
        Specified by:
        isAffine in interface XMatrix
        Returns:
        true if this matrix is affine.
      • negate

        public void negate()
        Changes the sign of each element in the matrix.
        Specified by:
        negate in interface XMatrix
      • negate

        public void negate​(Matrix matrix)
        Description copied from interface: XMatrix
        Negates the value of this matrix: this = -matrix.
        Specified by:
        negate in interface XMatrix
        Parameters:
        matrix - Matrix to negated
      • transpose

        public void transpose()
        Transposes the matrix.
        Specified by:
        transpose in interface XMatrix
      • transpose

        public void transpose​(Matrix matrix)
        Description copied from interface: XMatrix
        Set to the transpose of the provided matrix.
        Specified by:
        transpose in interface XMatrix
        Parameters:
        matrix - The original matrix. Not modified.
      • invert

        public void invert()
        Description copied from interface: XMatrix
        Inverts this matrix in place.
        Specified by:
        invert in interface XMatrix
      • getNumRow

        public int getNumRow()
        Gets the number of rows in the matrix.
        Specified by:
        getNumRow in interface Matrix
        Specified by:
        getNumRow in interface XMatrix
        Returns:
        The number of rows in the matrix.
      • getNumCol

        public int getNumCol()
        Gets the number of columns in the matrix.
        Specified by:
        getNumCol in interface Matrix
        Specified by:
        getNumCol in interface XMatrix
        Returns:
        The number of columns in the matrix.
      • getElement

        public double getElement​(int row,
                                 int column)
        Returns the value at the row, column position in the matrix.
        Specified by:
        getElement in interface Matrix
        Specified by:
        getElement in interface XMatrix
        Parameters:
        row - The row number to be retrieved (zero indexed).
        column - The column number to be retrieved (zero indexed).
        Returns:
        Matrix value at the given row and column.
      • setColumn

        public void setColumn​(int column,
                              double... values)
        Description copied from interface: XMatrix
        Sets the value of the column using an array of values.
        Specified by:
        setColumn in interface XMatrix
      • setRow

        public void setRow​(int row,
                           double... values)
        Description copied from interface: XMatrix
        Sets the value of the row using an array of values.
        Specified by:
        setRow in interface XMatrix
      • setElement

        public void setElement​(int row,
                               int column,
                               double value)
        Sets the value of the row, column position in the matrix.
        Specified by:
        setElement in interface Matrix
        Parameters:
        row - The row number to be retrieved (zero indexed).
        column - The column number to be retrieved (zero indexed).
        value - The new matrix element value.
      • setZero

        public void setZero()
        Sets each value of the matrix to 0.0.
        Specified by:
        setZero in interface XMatrix
      • setIdentity

        public void setIdentity()
        Sets the main diagonal of this matrix to be 1.0.
        Specified by:
        setIdentity in interface XMatrix
      • isIdentity

        public final boolean isIdentity()
        Returns true if this matrix is an identity matrix.
        Specified by:
        isIdentity in interface Matrix
        Returns:
        true if this matrix is an identity matrix.
      • isIdentity

        public final boolean isIdentity​(double tolerance)
        Returns true if this matrix is an identity matrix using the provided tolerance. This method is equivalent to computing the difference between this matrix and an identity matrix of identical size, and returning true if and only if all differences are smaller than or equal to tolerance.
        Specified by:
        isIdentity in interface XMatrix
        Parameters:
        tolerance - The tolerance value.
        Returns:
        true if this matrix is close enough to the identity matrix given the tolerance value.
        Since:
        2.3.1
      • multiply

        public final void multiply​(Matrix matrix)
        Sets the value of this matrix to the result of multiplying itself with the specified matrix. In other words, performs this = this × matrix. In the context of coordinate transformations, this is equivalent to AffineTransform.concatenate: first transforms by the supplied transform and then transform the result by the original transform.
        Specified by:
        multiply in interface XMatrix
        Parameters:
        matrix - The matrix to multiply to this matrix.
      • hashCode

        public int hashCode()
        Overrides:
        hashCode in class Object
      • equals

        public boolean equals​(Matrix matrix,
                              double tolerance)
        Description copied from interface: XMatrix
        Compares the element values.
        Specified by:
        equals in interface XMatrix
        Parameters:
        matrix - The matrix to compare.
        tolerance - The tolerance value.
        Returns:
        true if this matrix is close enough to the given matrix given the tolerance value.
      • toAffineTransform2D

        public final AffineTransform toAffineTransform2D()
                                                  throws IllegalStateException
        Returns an affine transform for this matrix. This is a convenience method for interoperability with Java2D.
        Returns:
        The affine transform for this matrix.
        Throws:
        IllegalStateException - if this matrix is not 3×3, or if the last row is not [0 0 1].
      • load

        public static GeneralMatrix load​(File file)
                                  throws IOException
        Loads data from the specified file until the first blank line or end of file.
        Parameters:
        file - The file to read.
        Returns:
        The matrix parsed from the file.
        Throws:
        IOException - if an error occured while reading the file.
        Since:
        2.2
      • load

        public static GeneralMatrix load​(BufferedReader in,
                                         Locale locale)
                                  throws IOException
        Loads data from the specified streal until the first blank line or end of stream.
        Parameters:
        in - The stream to read.
        locale - The locale for the numbers to be parsed.
        Returns:
        The matrix parsed from the stream.
        Throws:
        IOException - if an error occured while reading the stream.
        Since:
        2.2
      • toString

        public String toString()
        Returns a string representation of this matrix. The returned string is implementation dependent. It is usually provided for debugging purposes only.
        Overrides:
        toString in class Object
      • copySubMatrix

        public void copySubMatrix​(int rowSource,
                                  int colSource,
                                  int numRows,
                                  int numCol,
                                  int rowDest,
                                  int colDest,
                                  GeneralMatrix target)
        Extract a subMatrix to the provided target
      • getColumn

        public void getColumn​(int col,
                              double[] array)
        Extract col to provided array.
        Specified by:
        getColumn in interface XMatrix
      • mul

        public void mul​(double scalar)
        Description copied from interface: XMatrix
        Sets this matrix to the result of multiplying itself with the provided scalar.
        Specified by:
        mul in interface XMatrix
      • mul

        public void mul​(double scalar,
                        Matrix matrix)
        Description copied from interface: XMatrix
        Sets the value of this matrix to the result of multiplying the provided scalar and matrix.
        Specified by:
        mul in interface XMatrix
      • getRow

        public void getRow​(int row,
                           double[] array)
        Extract row to provided array
        Specified by:
        getRow in interface XMatrix
      • mul

        public final void mul​(Matrix matrix)
        In-place multiply with provided matrix.
        Specified by:
        mul in interface XMatrix
        Parameters:
        matrix - The matrix to multiply to this matrix.
      • mul

        public void mul​(Matrix matrix1,
                        Matrix matrix2)
        In-place update from matrix1 * matrix2.
        Specified by:
        mul in interface XMatrix
      • sub

        public void sub​(double scalar)
        Description copied from interface: XMatrix
        In-place matrix subtraction: this - scalar.
        Specified by:
        sub in interface XMatrix
      • sub

        public void sub​(double scalar,
                        Matrix matrix)
        Description copied from interface: XMatrix
        Set to the difference of scalar - matrix2.
        Specified by:
        sub in interface XMatrix
        matrix - matrix, not modified
      • sub

        public void sub​(Matrix matrix)
        Description copied from interface: XMatrix
        In-place matrix subtraction: this - matrix.
        Specified by:
        sub in interface XMatrix
        Parameters:
        matrix - m by n matrix. Not modified.
      • sub

        public void sub​(Matrix matrix1,
                        Matrix matrix2)
        Description copied from interface: XMatrix
        Set to the difference of matrix1 - matrix2.
        Specified by:
        sub in interface XMatrix
        Parameters:
        matrix1 - matrix, not modified
        matrix2 - matrix, not modified
      • set

        public void set​(double[] matrix)
        Update in place to the provided matrix (row-order).
      • setSize

        public void setSize​(int numRows,
                            int numCols)
        Resize the matrix to the specified number of rows and columns (preserving remaining elements).
        Parameters:
        numRows - The new number of rows in the matrix.
        numCols - The new number of columns in the matrix.
      • add

        public void add​(double scalar)
        Description copied from interface: XMatrix
        Performs an in-place scalar addition.
        Specified by:
        add in interface XMatrix
        Parameters:
        scalar - The value that's added to each element.
      • add

        public void add​(double scalar,
                        XMatrix matrix)
        Description copied from interface: XMatrix
        Set to the scalar addition of scalar+matrix
        Specified by:
        add in interface XMatrix
        Parameters:
        scalar - The value that's added to each element.
        matrix - The matrix that is to be added. Not modified.
      • add

        public void add​(XMatrix matrix)
        Description copied from interface: XMatrix
        Set to the matrix addition of this+matrix.
        Specified by:
        add in interface XMatrix
        Parameters:
        matrix - The matrix that is to be added. Not modified.
      • add

        public void add​(XMatrix matrix1,
                        XMatrix matrix2)
        Description copied from interface: XMatrix
        Set to the matrix addition of matrix1+matrix2.
        Specified by:
        add in interface XMatrix
        Parameters:
        matrix1 - First matrix to be added. Not modified.
        matrix2 - Second matrix to be added. Not modified.
      • determinate

        public double determinate()
        Description copied from interface: XMatrix
        Computes the determinant
        Specified by:
        determinate in interface XMatrix