view liboctave/numeric/CmplxGSVD.cc @ 22235:63b41167ef1e

gsvd: new function imported from Octave-Forge linear-algebra package. * libinterp/corefcn/gsvd.cc: New function to the interpreter. Imported from the linear-algebra package. * CmplxGSVD.cc, CmplxGSVD.h, dbleGSVD.cc, dbleGSVD.h: new classes imported from the linear-algebra package to compute gsvd of Matrix and ComplexMatrix. * liboctave/operators/mx-defs.h, liboctave/operators/mx-ext.h: use new classes. * libinterp/corefcn/module.mk, liboctave/numeric/module.mk: Add to the * scripts/help/__unimplemented__.m: Remove "gsvd" from list. * doc/interpreter/linalg.txi: Add to manual. build system. * NEWS: Add function to list of new functions for 4.2.
author Barbara Locsi <locsi.barbara@gmail.com>
date Thu, 04 Aug 2016 07:50:31 +0200
parents
children
line wrap: on
line source

// Copyright (C) 1996, 1997 John W. Eaton
// Copyright (C) 2006 Pascal Dupuis <Pascal.Dupuis@uclouvain.be>
//
// This program is free software; you can redistribute it and/or modify it under
// the terms of the GNU General Public License as published by the Free Software
// Foundation; either version 3 of the License, or (at your option) any later
// version.
//
// This program is distributed in the hope that it will be useful, but WITHOUT
// ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
// FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more
// details.
//
// You should have received a copy of the GNU General Public License along with
// this program; if not, see <http://www.gnu.org/licenses/>.

#ifdef HAVE_CONFIG_H
#  include <config.h>
#endif

#include "CmplxGSVD.h"
#include "f77-fcn.h"
#include "lo-error.h"


/* 
   uncomment those lines to monitor k and l
   #include "oct-obj.h"
   #include "pager.h"
*/

extern "C"
{
  F77_RET_T
  F77_FUNC (zggsvd, ZGGSVD)  
   (
     F77_CONST_CHAR_ARG_DECL, 	// JOBU    (input) CHARACTER*1
     F77_CONST_CHAR_ARG_DECL, 	// JOBV    (input) CHARACTER*1
     F77_CONST_CHAR_ARG_DECL, 	// JOBQ    (input) CHARACTER*1
     const octave_idx_type&,	// M       (input) INTEGER
     const octave_idx_type&,	// N       (input) INTEGER
     const octave_idx_type&,	// P       (input) INTEGER
     octave_idx_type &, 	// K       (output) INTEGER
     octave_idx_type &,		// L       (output) INTEGER
     Complex*,			// A       (input/output) COMPLEX*16 array, dimension (LDA,N)
     const octave_idx_type&, 	// LDA     (input) INTEGER
     Complex*, 			// B       (input/output) COMPLEX*16 array, dimension (LDB,N)
     const octave_idx_type&, 	// LDB     (input) INTEGER
     double*, 			// ALPHA   (output) DOUBLE PRECISION array, dimension (N)
     double*, 			// BETA    (output) DOUBLE PRECISION array, dimension (N)
     Complex*,			// U       (output) COMPLEX*16 array, dimension (LDU,M)
     const octave_idx_type&,	// LDU     (input) INTEGER 
     Complex*, 			// V       (output) COMPLEX*16 array, dimension (LDV,P)
     const octave_idx_type&,	// LDV     (input) INTEGER
     Complex*,			// Q       (output) COMPLEX*16 array, dimension (LDQ,N) 
     const octave_idx_type&,	// LDQ     (input) INTEGER
     Complex*, 			// WORK    (workspace) COMPLEX*16 array
     double*,			// RWORK   (workspace) DOUBLE PRECISION array
     int*,	 		// IWORK   (workspace/output) INTEGER array, dimension (N)
     octave_idx_type&		// INFO    (output)INTEGER
     F77_CHAR_ARG_LEN_DECL
     F77_CHAR_ARG_LEN_DECL
     F77_CHAR_ARG_LEN_DECL
     );
}

ComplexMatrix
ComplexGSVD::left_singular_matrix_A (void) const
{
  if (type_computed == GSVD::sigma_only)
    {
      (*current_liboctave_error_handler)
	("CmplxGSVD: U not computed because type == GSVD::sigma_only");
      return ComplexMatrix ();
    }
  else
    return left_smA;
}

ComplexMatrix
ComplexGSVD::left_singular_matrix_B (void) const
{
  if (type_computed == GSVD::sigma_only)
    {
      (*current_liboctave_error_handler)
	("CmplxGSVD: V not computed because type == GSVD::sigma_only");
      return ComplexMatrix ();
    }
  else
    return left_smB;
}

ComplexMatrix
ComplexGSVD::right_singular_matrix (void) const
{
  if (type_computed == GSVD::sigma_only)
    {
      (*current_liboctave_error_handler)
	("CmplxGSVD: X not computed because type == GSVD::sigma_only");
      return ComplexMatrix ();
    }
  else
    return right_sm;
}

ComplexMatrix
ComplexGSVD::R_matrix (void) const
{
  if (type_computed != GSVD::std)
    {
      (*current_liboctave_error_handler)
	("CmplxGSVD: R not computed because type != GSVD::std");
      return ComplexMatrix ();
    }
  else
    return R;
}

octave_idx_type
ComplexGSVD::init (const ComplexMatrix& a, const ComplexMatrix& b, 
		   GSVD::type gsvd_type)
{
  octave_idx_type info;

  octave_idx_type m = a.rows ();
  octave_idx_type n = a.cols ();
  octave_idx_type p = b.rows ();
  
  ComplexMatrix atmp = a;
  Complex *tmp_dataA = atmp.fortran_vec ();
  
  ComplexMatrix btmp = b;
  Complex *tmp_dataB = btmp.fortran_vec ();

  // octave_idx_type min_mn = m < n ? m : n;

  char jobu = 'U';
  char jobv = 'V';
  char jobq = 'Q';

  octave_idx_type nrow_u = m;
  octave_idx_type nrow_v = p;
  octave_idx_type nrow_q = n;

  octave_idx_type k, l;

  switch (gsvd_type)
    {

    case GSVD::sigma_only:

      // Note:  for this case, both jobu and jobv should be 'N', but
      // there seems to be a bug in dgesvd from Lapack V2.0.  To
      // demonstrate the bug, set both jobu and jobv to 'N' and find
      // the singular values of [eye(3), eye(3)].  The result is
      // [-sqrt(2), -sqrt(2), -sqrt(2)].
      //
      // For Lapack 3.0, this problem seems to be fixed.

      jobu = 'N';
      jobv = 'N';
      jobq = 'N';
      nrow_u = nrow_v = nrow_q = 1;
      break;
      
    default:
      break;
    }

  type_computed = gsvd_type;

  if (! (jobu == 'N' || jobu == 'O')) {
    left_smA.resize (nrow_u, m);
  }
  
  Complex *u = left_smA.fortran_vec ();

  if (! (jobv == 'N' || jobv == 'O')) {
    left_smB.resize (nrow_v, p);
  }

  Complex *v = left_smB.fortran_vec ();

  if (! (jobq == 'N' || jobq == 'O')) {
    right_sm.resize (nrow_q, n);
  }
  Complex *q = right_sm.fortran_vec ();  
  
  octave_idx_type lwork = 3*n;
  lwork = lwork > m ? lwork : m;
  lwork = (lwork > p ? lwork : p) + n;

  Array<Complex>  work (dim_vector (lwork, 1));
  Array<double>   alpha (dim_vector (n, 1));
  Array<double>   beta (dim_vector (n, 1));
  Array<double>   rwork(dim_vector (2*n, 1));
  Array<int>      iwork (dim_vector (n, 1));

  F77_XFCN (zggsvd, ZGGSVD, (F77_CONST_CHAR_ARG2 (&jobu, 1),
			     F77_CONST_CHAR_ARG2 (&jobv, 1),
			     F77_CONST_CHAR_ARG2 (&jobq, 1),
			     m, n, p, k, l, tmp_dataA, m, 
			     tmp_dataB, p, alpha.fortran_vec (),
			     beta.fortran_vec (), u, nrow_u, 
			     v, nrow_v, q, nrow_q, work.fortran_vec (), 
			     rwork.fortran_vec (), iwork.fortran_vec (), 
			     info
			     F77_CHAR_ARG_LEN (1)
			     F77_CHAR_ARG_LEN (1)
			     F77_CHAR_ARG_LEN (1)));
  
  if (f77_exception_encountered)
    (*current_liboctave_error_handler) ("unrecoverable error in zggsvd");

  if (info < 0) {
    (*current_liboctave_error_handler) ("zggsvd.f: argument %d illegal", -info);
  }  else { 
    if (info > 0) {
      (*current_liboctave_error_handler) ("zggsvd.f: Jacobi-type procedure failed to converge."); 
    } else {
      octave_idx_type i, j;
      
      if (GSVD::std == gsvd_type) {
	R.resize(k+l, k+l); 
	int astart = n-k-l;
	if (m - k - l >=  0) {
	  int astart = n-k-l;
	  /*
	   *  R is stored in A(1:K+L,N-K-L+1:N)
	   */
	  for (i = 0; i < k+l; i++) 	    
	    for (j = 0; j < k+l; j++)
	      R.xelem(i, j) = atmp.xelem(i, astart + j); 
	} else {  
	  /*
	   *    (R11 R12 R13 ) is stored in A(1:M, N-K-L+1:N), 
	   *    ( 0  R22 R23 )
	   */

	   for (i = 0; i < m; i++)
	     for (j = 0; j < k+l; j++)
	       R.xelem(i, j) = atmp.xelem(i, astart + j);
	   /*
	    * and R33 is stored in B(M-K+1:L,N+M-K-L+1:N)
	    */
	   for (i = k+l-1; i >=m; i--) {
	     for (j = 0; j < m; j++)
	       R.xelem(i, j) = 0.0;
	     for (j = m; j < k+l; j++)
	       R.xelem(i, j) = btmp.xelem(i - k, astart + j);
	   }
	}
      }
      /*
	uncomment this to monitor k and l
	octave_value tmp;
	octave_stdout << "CmplxGSVD k: "; 
	tmp = k;
	tmp.print(octave_stdout);
	octave_stdout << "\n";
	octave_stdout << "CmplxGSVD l: "; 
	tmp = l;
	tmp.print(octave_stdout);
	octave_stdout << "\n";
      */

      if (m-k-l >= 0) { 
	// Fills in C and S
	sigmaA.resize (l, l);
	sigmaB.resize (l, l);
	for (i = 0; i < l; i++) {
	  sigmaA.dgxelem(i) = alpha.elem(k+i);
	  sigmaB.dgxelem(i) = beta.elem(k+i);
	} 
      } else {
	// Fills in C and S
	sigmaA.resize (m-k, m-k);
	sigmaB.resize (m-k, m-k);
	for (i = 0; i < m-k; i++) {
	  sigmaA.dgxelem(i) = alpha.elem(k+i);
	  sigmaB.dgxelem(i) = beta.elem(k+i);
	}
      }
    }
  }
  return info;
}