Package org.ejml.dense.row.decomposition.bidiagonal

Class BidiagonalDecompositionRow_FDRM

  • All Implemented Interfaces:
    org.ejml.interfaces.decomposition.BidiagonalDecomposition<org.ejml.data.FMatrixRMaj>, org.ejml.interfaces.decomposition.BidiagonalDecomposition_F32<org.ejml.data.FMatrixRMaj>, org.ejml.interfaces.decomposition.DecompositionInterface<org.ejml.data.FMatrixRMaj>
    public class BidiagonalDecompositionRow_FDRM
extends java.lang.Object
implements org.ejml.interfaces.decomposition.BidiagonalDecomposition_F32<org.ejml.data.FMatrixRMaj>

    Performs a BidiagonalDecomposition_F32 using householder reflectors. This is efficient on wide or square matrices.

    • Method Summary

      All Methods Static Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      protected void computeU​(int k)  
      protected void computeV​(int k)  
      boolean decompose​(org.ejml.data.FMatrixRMaj A)
      Computes the decomposition of the provided matrix.
      org.ejml.data.FMatrixRMaj getB​(org.ejml.data.FMatrixRMaj B, boolean compact)
      Returns the bidiagonal matrix.
      void getDiagonal​(float[] diag, float[] off)  
      float[] getGammasU()
      Returns gammas from the householder operations for the U matrix.
      float[] getGammasV()
      Returns gammas from the householder operations for the V matrix.
      org.ejml.data.FMatrixRMaj getU​(org.ejml.data.FMatrixRMaj U, boolean transpose, boolean compact)
      Returns the orthogonal U matrix.
      org.ejml.data.FMatrixRMaj getUBV()
      The raw UBV matrix that is stored internally.
      org.ejml.data.FMatrixRMaj getV​(org.ejml.data.FMatrixRMaj V, boolean transpose, boolean compact)
      Returns the orthogonal V matrix.
      static org.ejml.data.FMatrixRMaj handleB​(org.ejml.data.FMatrixRMaj B, boolean compact, int m, int n, int min)  
      static org.ejml.data.FMatrixRMaj handleU​(org.ejml.data.FMatrixRMaj U, boolean transpose, boolean compact, int m, int n, int min)  
      static org.ejml.data.FMatrixRMaj handleV​(org.ejml.data.FMatrixRMaj V, boolean transpose, boolean compact, int m, int n, int min)  
      protected void init​(org.ejml.data.FMatrixRMaj A)
      Sets up internal data structures and creates a copy of the input matrix.
      boolean inputModified()  

      • Methods inherited from class java.lang.Object

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

    • Constructor Detail

      • BidiagonalDecompositionRow_FDRM

        public BidiagonalDecompositionRow_FDRM​(int numElements)
        Creates a decompose that defines the specified amount of memory.
        Parameters:
        numElements - number of elements in the matrix.

      • BidiagonalDecompositionRow_FDRM

        public BidiagonalDecompositionRow_FDRM()

    • Method Detail

      • decompose

        public boolean decompose​(org.ejml.data.FMatrixRMaj A)
        Computes the decomposition of the provided matrix. If no errors are detected then true is returned, false otherwise.
        Specified by:
        decompose in interface org.ejml.interfaces.decomposition.DecompositionInterface<org.ejml.data.FMatrixRMaj>
        Parameters:
        A - The matrix that is being decomposed. Not modified.
        Returns:
        If it detects any errors or not.

      • init

        protected void init​(org.ejml.data.FMatrixRMaj A)
        Sets up internal data structures and creates a copy of the input matrix.
        Parameters:
        A - The input matrix. Not modified.

      • getUBV

        public org.ejml.data.FMatrixRMaj getUBV()
        The raw UBV matrix that is stored internally.
        Returns:
        UBV matrix.

      • getDiagonal

        public void getDiagonal​(float[] diag,
                        float[] off)
        Specified by:
        getDiagonal in interface org.ejml.interfaces.decomposition.BidiagonalDecomposition_F32<org.ejml.data.FMatrixRMaj>

      • getB

        public org.ejml.data.FMatrixRMaj getB​(org.ejml.data.FMatrixRMaj B,
                                      boolean compact)
        Returns the bidiagonal matrix.
        Specified by:
        getB in interface org.ejml.interfaces.decomposition.BidiagonalDecomposition<org.ejml.data.FMatrixRMaj>
        Parameters:
        B - If not null the results are stored here, if null a new matrix is created.
        Returns:
        The bidiagonal matrix.

      • handleB

        public static org.ejml.data.FMatrixRMaj handleB​(org.ejml.data.FMatrixRMaj B,
                                                boolean compact,
                                                int m,
                                                int n,
                                                int min)

      • getU

        public org.ejml.data.FMatrixRMaj getU​(org.ejml.data.FMatrixRMaj U,
                                      boolean transpose,
                                      boolean compact)
        Returns the orthogonal U matrix.
        Specified by:
        getU in interface org.ejml.interfaces.decomposition.BidiagonalDecomposition<org.ejml.data.FMatrixRMaj>
        Parameters:
        U - If not null then the results will be stored here. Otherwise a new matrix will be created.
        Returns:
        The extracted Q matrix.

      • handleU

        public static org.ejml.data.FMatrixRMaj handleU​(org.ejml.data.FMatrixRMaj U,
                                                boolean transpose,
                                                boolean compact,
                                                int m,
                                                int n,
                                                int min)

      • getV

        public org.ejml.data.FMatrixRMaj getV​(org.ejml.data.FMatrixRMaj V,
                                      boolean transpose,
                                      boolean compact)
        Returns the orthogonal V matrix.
        Specified by:
        getV in interface org.ejml.interfaces.decomposition.BidiagonalDecomposition<org.ejml.data.FMatrixRMaj>
        Parameters:
        V - If not null then the results will be stored here. Otherwise a new matrix will be created.
        Returns:
        The extracted Q matrix.

      • handleV

        public static org.ejml.data.FMatrixRMaj handleV​(org.ejml.data.FMatrixRMaj V,
                                                boolean transpose,
                                                boolean compact,
                                                int m,
                                                int n,
                                                int min)

      • computeU

        protected void computeU​(int k)

      • computeV

        protected void computeV​(int k)

      • getGammasU

        public float[] getGammasU()
        Returns gammas from the householder operations for the U matrix.
        Returns:
        gammas for householder operations

      • getGammasV

        public float[] getGammasV()
        Returns gammas from the householder operations for the V matrix.
        Returns:
        gammas for householder operations

      • inputModified

        public boolean inputModified()
        Specified by:
        inputModified in interface org.ejml.interfaces.decomposition.DecompositionInterface<org.ejml.data.FMatrixRMaj>