view liboctave/numeric/svd.h @ 22204:469c817eb256

svd: reduce code duplication with more use of template and macro. * liboctave/numeric/svd.cc, liboctave/numeric/svd.h: remove unused constructor with reference for int (info). This allows to move all of the constructor into a single template, so remove init(). Two new methods, gesvd and gesdd, are fully specialized but the main hunck of code are the long list of arguments. Scope type and drive enums to the svd class for clarity, and rename member names. Add a new member for the drive used. * libinterp/corefcn/svd.cc: fix typenames for the svd enums which are now scoped. * CMatrix.cc, dMatrix.cc, fCMatrix.cc, fMatrix.cc: fix typenames for the svd enums which are now scoped.
author Carnë Draug <carandraug@octave.org>
date Thu, 04 Aug 2016 20:20:27 +0100
parents cbced1c09916
children 4afe3705ea75
line wrap: on
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/*

Copyright (C) 2016 Carnë Draug
Copyright (C) 1994-2015 John W. Eaton

This file is part of Octave.

Octave 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.

Octave 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 Octave; see the file COPYING.  If not, see
<http://www.gnu.org/licenses/>.

*/

#if ! defined (octave_svd_h)
#define octave_svd_h 1

#include "octave-config.h"

#include <iosfwd>

template <typename T>
class
svd
{
public:

  typedef typename T::real_diag_matrix_type DM_T;

  enum class Type
  {
    std,
    economy,
    sigma_only
  };

  enum class Driver
  {
    GESVD,
    GESDD
  };

  svd (void)
    : type (), driver (), left_sm (), sigma (), right_sm ()
  { }

  svd (const T& a, svd::Type type = svd::Type::std,
       svd::Driver driver = svd::Driver::GESVD);

  svd (const svd& a)
    : type (a.type), driver (a.driver), left_sm (a.left_sm), sigma (a.sigma),
      right_sm (a.right_sm)
  { }

  svd& operator = (const svd& a)
  {
    if (this != &a)
      {
        type = a.type;
        left_sm = a.left_sm;
        sigma = a.sigma;
        right_sm = a.right_sm;
        driver = a.driver;
      }

    return *this;
  }

  ~svd (void) { }

  T left_singular_matrix (void) const;

  DM_T singular_values (void) const { return sigma; }

  T right_singular_matrix (void) const;

private:

  typedef typename T::element_type P;
  typedef typename DM_T::element_type DM_P;

  svd::Type type;
  svd::Driver driver;

  T left_sm;
  DM_T sigma;
  T right_sm;

  void gesvd (char& jobu, char& jobv, octave_idx_type m, octave_idx_type n,
              P* tmp_data, octave_idx_type m1, DM_P* s_vec, P* u, P* vt,
              octave_idx_type nrow_vt1, T& work, octave_idx_type& lwork,
              octave_idx_type& info);

  void gesdd (char& jobz, octave_idx_type m, octave_idx_type n,
              P* tmp_data, octave_idx_type m1, DM_P* s_vec, P* u, P* vt,
              octave_idx_type nrow_vt1, T& work, octave_idx_type& lwork,
              octave_idx_type* iwork, octave_idx_type& info);

};

#endif