view liboctave/numeric/LSODE.cc @ 31605:e88a07dec498 stable

maint: Use macros to begin/end C++ namespaces. * oct-conf-post-public.in.h: Define two macros (OCTAVE_BEGIN_NAMESPACE, OCTAVE_END_NAMESPACE) that can be used to start/end a namespace. * mk-opts.pl, build-env.h, build-env.in.cc, __betainc__.cc, __contourc__.cc, __dsearchn__.cc, __eigs__.cc, __expint__.cc, __ftp__.cc, __gammainc__.cc, __ichol__.cc, __ilu__.cc, __isprimelarge__.cc, __lin_interpn__.cc, __magick_read__.cc, __pchip_deriv__.cc, __qp__.cc, amd.cc, auto-shlib.cc, auto-shlib.h, balance.cc, base-text-renderer.cc, base-text-renderer.h, besselj.cc, bitfcns.cc, bsxfun.cc, c-file-ptr-stream.cc, c-file-ptr-stream.h, call-stack.cc, call-stack.h, ccolamd.cc, cellfun.cc, chol.cc, colamd.cc, colloc.cc, conv2.cc, daspk.cc, dasrt.cc, dassl.cc, data.cc, data.h, debug.cc, defaults.cc, defaults.h, defun-int.h, defun.cc, det.cc, dirfns.cc, display.cc, display.h, dlmread.cc, dmperm.cc, dot.cc, dynamic-ld.cc, dynamic-ld.h, eig.cc, ellipj.cc, environment.cc, environment.h, error.cc, error.h, errwarn.h, event-manager.cc, event-manager.h, event-queue.cc, event-queue.h, fcn-info.cc, fcn-info.h, fft.cc, fft2.cc, fftn.cc, file-io.cc, filter.cc, find.cc, ft-text-renderer.cc, ft-text-renderer.h, gcd.cc, getgrent.cc, getpwent.cc, getrusage.cc, givens.cc, gl-render.cc, gl-render.h, gl2ps-print.cc, gl2ps-print.h, graphics-toolkit.cc, graphics-toolkit.h, graphics.cc, graphics.in.h, gsvd.cc, gtk-manager.cc, gtk-manager.h, hash.cc, help.cc, help.h, hess.cc, hex2num.cc, hook-fcn.cc, hook-fcn.h, input.cc, input.h, interpreter-private.cc, interpreter-private.h, interpreter.cc, interpreter.h, inv.cc, jsondecode.cc, jsonencode.cc, kron.cc, latex-text-renderer.cc, latex-text-renderer.h, load-path.cc, load-path.h, load-save.cc, load-save.h, lookup.cc, ls-ascii-helper.cc, ls-ascii-helper.h, ls-oct-text.cc, ls-utils.cc, ls-utils.h, lsode.cc, lu.cc, mappers.cc, matrix_type.cc, max.cc, mex-private.h, mex.cc, mgorth.cc, nproc.cc, oct-fstrm.cc, oct-fstrm.h, oct-hdf5-types.cc, oct-hdf5-types.h, oct-hist.cc, oct-hist.h, oct-iostrm.cc, oct-iostrm.h, oct-opengl.h, oct-prcstrm.cc, oct-prcstrm.h, oct-procbuf.cc, oct-procbuf.h, oct-process.cc, oct-process.h, oct-stdstrm.h, oct-stream.cc, oct-stream.h, oct-strstrm.cc, oct-strstrm.h, oct-tex-lexer.in.ll, oct-tex-parser.yy, ordqz.cc, ordschur.cc, pager.cc, pager.h, pinv.cc, pow2.cc, pr-flt-fmt.cc, pr-output.cc, procstream.cc, procstream.h, psi.cc, qr.cc, quad.cc, quadcc.cc, qz.cc, rand.cc, rcond.cc, regexp.cc, schur.cc, settings.cc, settings.h, sighandlers.cc, sighandlers.h, sparse-xdiv.cc, sparse-xdiv.h, sparse-xpow.cc, sparse-xpow.h, sparse.cc, spparms.cc, sqrtm.cc, stack-frame.cc, stack-frame.h, stream-euler.cc, strfind.cc, strfns.cc, sub2ind.cc, svd.cc, sylvester.cc, symbfact.cc, syminfo.cc, syminfo.h, symrcm.cc, symrec.cc, symrec.h, symscope.cc, symscope.h, symtab.cc, symtab.h, syscalls.cc, sysdep.cc, sysdep.h, text-engine.cc, text-engine.h, text-renderer.cc, text-renderer.h, time.cc, toplev.cc, tril.cc, tsearch.cc, typecast.cc, url-handle-manager.cc, url-handle-manager.h, urlwrite.cc, utils.cc, utils.h, variables.cc, variables.h, xdiv.cc, xdiv.h, xnorm.cc, xnorm.h, xpow.cc, xpow.h, __delaunayn__.cc, __fltk_uigetfile__.cc, __glpk__.cc, __init_fltk__.cc, __init_gnuplot__.cc, __ode15__.cc, __voronoi__.cc, audiodevinfo.cc, audioread.cc, convhulln.cc, fftw.cc, gzip.cc, mk-build-env-features.sh, mk-builtins.pl, cdef-class.cc, cdef-class.h, cdef-fwd.h, cdef-manager.cc, cdef-manager.h, cdef-method.cc, cdef-method.h, cdef-object.cc, cdef-object.h, cdef-package.cc, cdef-package.h, cdef-property.cc, cdef-property.h, cdef-utils.cc, cdef-utils.h, ov-base.cc, ov-base.h, ov-bool-mat.cc, ov-builtin.h, ov-cell.cc, ov-class.cc, ov-class.h, ov-classdef.cc, ov-classdef.h, ov-complex.cc, ov-fcn-handle.cc, ov-fcn-handle.h, ov-fcn.h, ov-java.cc, ov-java.h, ov-mex-fcn.h, ov-null-mat.cc, ov-oncleanup.cc, ov-struct.cc, ov-typeinfo.cc, ov-typeinfo.h, ov-usr-fcn.cc, ov-usr-fcn.h, ov.cc, ov.h, octave.cc, octave.h, mk-ops.sh, op-b-b.cc, op-b-bm.cc, op-b-sbm.cc, op-bm-b.cc, op-bm-bm.cc, op-bm-sbm.cc, op-cdm-cdm.cc, op-cell.cc, op-chm.cc, op-class.cc, op-cm-cm.cc, op-cm-cs.cc, op-cm-m.cc, op-cm-s.cc, op-cm-scm.cc, op-cm-sm.cc, op-cs-cm.cc, op-cs-cs.cc, op-cs-m.cc, op-cs-s.cc, op-cs-scm.cc, op-cs-sm.cc, op-dm-dm.cc, op-dm-scm.cc, op-dm-sm.cc, op-dm-template.cc, op-dms-template.cc, op-fcdm-fcdm.cc, op-fcm-fcm.cc, op-fcm-fcs.cc, op-fcm-fm.cc, op-fcm-fs.cc, op-fcn.cc, op-fcs-fcm.cc, op-fcs-fcs.cc, op-fcs-fm.cc, op-fcs-fs.cc, op-fdm-fdm.cc, op-fm-fcm.cc, op-fm-fcs.cc, op-fm-fm.cc, op-fm-fs.cc, op-fs-fcm.cc, op-fs-fcs.cc, op-fs-fm.cc, op-fs-fs.cc, op-i16-i16.cc, op-i32-i32.cc, op-i64-i64.cc, op-i8-i8.cc, op-int-concat.cc, op-m-cm.cc, op-m-cs.cc, op-m-m.cc, op-m-s.cc, op-m-scm.cc, op-m-sm.cc, op-mi.cc, op-pm-pm.cc, op-pm-scm.cc, op-pm-sm.cc, op-pm-template.cc, op-range.cc, op-s-cm.cc, op-s-cs.cc, op-s-m.cc, op-s-s.cc, op-s-scm.cc, op-s-sm.cc, op-sbm-b.cc, op-sbm-bm.cc, op-sbm-sbm.cc, op-scm-cm.cc, op-scm-cs.cc, op-scm-m.cc, op-scm-s.cc, op-scm-scm.cc, op-scm-sm.cc, op-sm-cm.cc, op-sm-cs.cc, op-sm-m.cc, op-sm-s.cc, op-sm-scm.cc, op-sm-sm.cc, op-str-m.cc, op-str-s.cc, op-str-str.cc, op-struct.cc, op-ui16-ui16.cc, op-ui32-ui32.cc, op-ui64-ui64.cc, op-ui8-ui8.cc, ops.h, anon-fcn-validator.cc, anon-fcn-validator.h, bp-table.cc, bp-table.h, comment-list.cc, comment-list.h, filepos.h, lex.h, lex.ll, oct-lvalue.cc, oct-lvalue.h, oct-parse.yy, parse.h, profiler.cc, profiler.h, pt-anon-scopes.cc, pt-anon-scopes.h, pt-arg-list.cc, pt-arg-list.h, pt-args-block.cc, pt-args-block.h, pt-array-list.cc, pt-array-list.h, pt-assign.cc, pt-assign.h, pt-binop.cc, pt-binop.h, pt-bp.cc, pt-bp.h, pt-cbinop.cc, pt-cbinop.h, pt-cell.cc, pt-cell.h, pt-check.cc, pt-check.h, pt-classdef.cc, pt-classdef.h, pt-cmd.h, pt-colon.cc, pt-colon.h, pt-const.cc, pt-const.h, pt-decl.cc, pt-decl.h, pt-eval.cc, pt-eval.h, pt-except.cc, pt-except.h, pt-exp.cc, pt-exp.h, pt-fcn-handle.cc, pt-fcn-handle.h, pt-id.cc, pt-id.h, pt-idx.cc, pt-idx.h, pt-jump.h, pt-loop.cc, pt-loop.h, pt-mat.cc, pt-mat.h, pt-misc.cc, pt-misc.h, pt-pr-code.cc, pt-pr-code.h, pt-select.cc, pt-select.h, pt-spmd.cc, pt-spmd.h, pt-stmt.cc, pt-stmt.h, pt-tm-const.cc, pt-tm-const.h, pt-unop.cc, pt-unop.h, pt-vm-eval.cc, pt-walk.cc, pt-walk.h, pt.cc, pt.h, token.cc, token.h, Range.cc, Range.h, idx-vector.cc, idx-vector.h, range-fwd.h, CollocWt.cc, CollocWt.h, aepbalance.cc, aepbalance.h, chol.cc, chol.h, gepbalance.cc, gepbalance.h, gsvd.cc, gsvd.h, hess.cc, hess.h, lo-mappers.cc, lo-mappers.h, lo-specfun.cc, lo-specfun.h, lu.cc, lu.h, oct-convn.cc, oct-convn.h, oct-fftw.cc, oct-fftw.h, oct-norm.cc, oct-norm.h, oct-rand.cc, oct-rand.h, oct-spparms.cc, oct-spparms.h, qr.cc, qr.h, qrp.cc, qrp.h, randgamma.cc, randgamma.h, randmtzig.cc, randmtzig.h, randpoisson.cc, randpoisson.h, schur.cc, schur.h, sparse-chol.cc, sparse-chol.h, sparse-lu.cc, sparse-lu.h, sparse-qr.cc, sparse-qr.h, svd.cc, svd.h, child-list.cc, child-list.h, dir-ops.cc, dir-ops.h, file-ops.cc, file-ops.h, file-stat.cc, file-stat.h, lo-sysdep.cc, lo-sysdep.h, lo-sysinfo.cc, lo-sysinfo.h, mach-info.cc, mach-info.h, oct-env.cc, oct-env.h, oct-group.cc, oct-group.h, oct-password.cc, oct-password.h, oct-syscalls.cc, oct-syscalls.h, oct-time.cc, oct-time.h, oct-uname.cc, oct-uname.h, action-container.cc, action-container.h, base-list.h, cmd-edit.cc, cmd-edit.h, cmd-hist.cc, cmd-hist.h, f77-fcn.h, file-info.cc, file-info.h, lo-array-errwarn.cc, lo-array-errwarn.h, lo-hash.cc, lo-hash.h, lo-ieee.h, lo-regexp.cc, lo-regexp.h, lo-utils.cc, lo-utils.h, oct-base64.cc, oct-base64.h, oct-glob.cc, oct-glob.h, oct-inttypes.h, oct-mutex.cc, oct-mutex.h, oct-refcount.h, oct-shlib.cc, oct-shlib.h, oct-sparse.cc, oct-sparse.h, oct-string.h, octave-preserve-stream-state.h, pathsearch.cc, pathsearch.h, quit.cc, quit.h, unwind-prot.cc, unwind-prot.h, url-transfer.cc, url-transfer.h : Use new macros to begin/end C++ namespaces.
author Rik <rik@octave.org>
date Thu, 01 Dec 2022 14:23:45 -0800
parents ed7b17c7ddf3
children 597f3ee61a48
line wrap: on
line source

////////////////////////////////////////////////////////////////////////
//
// Copyright (C) 1993-2022 The Octave Project Developers
//
// See the file COPYRIGHT.md in the top-level directory of this
// distribution or <https://octave.org/copyright/>.
//
// 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
// <https://www.gnu.org/licenses/>.
//
////////////////////////////////////////////////////////////////////////

#if defined (HAVE_CONFIG_H)
#  include "config.h"
#endif

#include <cinttypes>
#include <sstream>

#include "LSODE.h"
#include "f77-fcn.h"
#include "lo-error.h"
#include "quit.h"

typedef F77_INT (*lsode_fcn_ptr) (const F77_INT&, const double&, double *,
                                  double *, F77_INT&);

typedef F77_INT (*lsode_jac_ptr) (const F77_INT&, const double&, double *,
                                  const F77_INT&, const F77_INT&, double *,
                                  const F77_INT&);

extern "C"
{
  F77_RET_T
  F77_FUNC (dlsode, DLSODE) (lsode_fcn_ptr, F77_INT&, F77_DBLE *, F77_DBLE&,
                             F77_DBLE&, F77_INT&, F77_DBLE&, const F77_DBLE *,
                             F77_INT&, F77_INT&, F77_INT&, F77_DBLE *,
                             F77_INT&, F77_INT *, F77_INT&, lsode_jac_ptr,
                             F77_INT&);
}

static ODEFunc::ODERHSFunc user_fcn;
static ODEFunc::ODEJacFunc user_jac;
static ColumnVector *tmp_x;
static bool user_jac_ignore_ml_mu;

static F77_INT
lsode_f (const F77_INT& neq, const double& time, double *, double *deriv,
         F77_INT& ierr)
{
  ColumnVector tmp_deriv;

  // NOTE: this won't work if LSODE passes copies of the state vector.
  //       In that case we have to create a temporary vector object
  //       and copy.

  tmp_deriv = (*user_fcn) (*tmp_x, time);

  if (tmp_deriv.isempty ())
    ierr = -1;
  else
    {
      for (F77_INT i = 0; i < neq; i++)
        deriv[i] = tmp_deriv.elem (i);
    }

  return 0;
}

static F77_INT
lsode_j (const F77_INT& neq, const double& time, double *,
         const F77_INT& ml, const F77_INT& mu,
         double *pd, const F77_INT& nrowpd)
{
  Matrix tmp_jac (neq, neq);

  // NOTE: this won't work if LSODE passes copies of the state vector.
  //       In that case we have to create a temporary vector object
  //       and copy.

  tmp_jac = (*user_jac) (*tmp_x, time);

  if (user_jac_ignore_ml_mu)
    for (F77_INT j = 0; j < neq; j++)
      for (F77_INT i = 0; i < neq; i++)
        pd[nrowpd * j + i] = tmp_jac (i, j);
  else
    // upper left ends of subdiagonals in tmp_jac
    for (F77_INT i = 0, j = mu; i <= ml; j == 0 ? i++ : j--)
      // walk down the subdiagonal in tmp_jac
      for (F77_INT k = i, l = j; k < neq && l < neq; k++, l++)
        pd[nrowpd * l + k + mu - l] = tmp_jac (k, l);

  return 0;
}

ColumnVector
LSODE::do_integrate (double tout)
{
  ColumnVector retval;

  static F77_INT nn = 0;

  if (! m_initialized || m_restart || ODEFunc::m_reset
      || LSODE_options::m_reset)
    {
      m_integration_error = false;

      m_initialized = true;

      m_istate = 1;

      F77_INT n = octave::to_f77_int (size ());

      nn = n;

      octave_idx_type max_maxord = 0;

      user_jac_ignore_ml_mu = true;

      m_iwork = Array<octave_f77_int_type> (dim_vector (2, 1));

      m_iwork(0) = lower_jacobian_subdiagonals ();  // 'ML' in dlsode.f

      m_iwork(1) = upper_jacobian_subdiagonals ();  // 'MU' in dlsode.f

      if (integration_method () == "stiff")
        {
          max_maxord = 5;

          if (m_jac)
            {
              if (jacobian_type () == "banded")
                {
                  m_method_flag = 24;
                  user_jac_ignore_ml_mu = false;
                }
              else
                m_method_flag = 21;
            }
          else
            {
              if (jacobian_type () == "full")
                m_method_flag = 22;
              else if (jacobian_type () == "banded")
                m_method_flag = 25;
              else if (jacobian_type () == "diagonal")
                m_method_flag = 23;
              else
                {
                  // should be prevented by lsode_options
                  (*current_liboctave_error_handler)
                    ("lsode: internal error, wrong jacobian type");
                  m_integration_error = true;
                  return retval;
                }
            }

          m_liw = 20 + n;
          m_lrw = 22 + n * (9 + n);
        }
      else
        {
          max_maxord = 12;

          m_method_flag = 10;

          m_liw = 20;
          m_lrw = 22 + 16 * n;
        }

      m_iwork.resize (dim_vector (m_liw, 1));

      for (F77_INT i = 4; i < 9; i++)
        m_iwork(i) = 0;

      m_rwork.resize (dim_vector (m_lrw, 1));

      for (F77_INT i = 4; i < 9; i++)
        m_rwork(i) = 0;

      octave_idx_type maxord = maximum_order ();

      if (maxord >= 0)
        {
          if (maxord > 0 && maxord <= max_maxord)
            {
              m_iwork(4) = octave::to_f77_int (maxord);
              m_iopt = 1;
            }
          else
            {
              // FIXME: Should this be a warning?
              (*current_liboctave_error_handler)
                ("lsode: invalid value for maximum order");
              m_integration_error = true;
              return retval;
            }
        }

      if (m_stop_time_set)
        {
          m_itask = 4;
          m_rwork(0) = m_stop_time;
          m_iopt = 1;
        }
      else
        {
          m_itask = 1;
        }

      m_restart = false;

      // ODEFunc

      // NOTE: this won't work if LSODE passes copies of the state vector.
      //       In that case we have to create a temporary vector object
      //       and copy.

      tmp_x = &m_x;

      user_fcn = function ();
      user_jac = jacobian_function ();

      ColumnVector m_xdot = (*user_fcn) (m_x, m_t);

      if (m_x.numel () != m_xdot.numel ())
        {
          // FIXME: Should this be a warning?
          (*current_liboctave_error_handler)
            ("lsode: inconsistent sizes for state and derivative vectors");

          m_integration_error = true;
          return retval;
        }

      ODEFunc::m_reset = false;

      // LSODE_options

      m_rel_tol = relative_tolerance ();
      m_abs_tol = absolute_tolerance ();

      F77_INT abs_tol_len = octave::to_f77_int (m_abs_tol.numel ());

      if (abs_tol_len == 1)
        m_itol = 1;
      else if (abs_tol_len == n)
        m_itol = 2;
      else
        {
          // FIXME: Should this be a warning?
          (*current_liboctave_error_handler)
            ("lsode: inconsistent sizes for state and absolute tolerance vectors");

          m_integration_error = true;
          return retval;
        }

      double iss = initial_step_size ();
      if (iss >= 0.0)
        {
          m_rwork(4) = iss;
          m_iopt = 1;
        }

      double maxss = maximum_step_size ();
      if (maxss >= 0.0)
        {
          m_rwork(5) = maxss;
          m_iopt = 1;
        }

      double minss = minimum_step_size ();
      if (minss >= 0.0)
        {
          m_rwork(6) = minss;
          m_iopt = 1;
        }

      F77_INT sl = octave::to_f77_int (step_limit ());
      if (sl > 0)
        {
          m_iwork(5) = sl;
          m_iopt = 1;
        }

      LSODE_options::m_reset = false;
    }

  double *px = m_x.fortran_vec ();

  double *pabs_tol = m_abs_tol.fortran_vec ();

  F77_INT *piwork = m_iwork.fortran_vec ();
  double *prwork = m_rwork.fortran_vec ();

  F77_INT tmp_istate = octave::to_f77_int (m_istate);

  F77_XFCN (dlsode, DLSODE, (lsode_f, nn, px, m_t, tout, m_itol, m_rel_tol,
                             pabs_tol, m_itask, tmp_istate, m_iopt, prwork,
                             m_lrw, piwork, m_liw, lsode_j, m_method_flag));

  m_istate = tmp_istate;

  switch (m_istate)
    {
    case 1:  // prior to initial integration step.
    case 2:  // lsode was successful.
      retval = m_x;
      m_t = tout;
      break;

    case -1:  // excess work done on this call (perhaps wrong mf).
    case -2:  // excess accuracy requested (tolerances too small).
    case -3:  // invalid input detected (see printed message).
    case -4:  // repeated error test failures (check all inputs).
    case -5:  // repeated convergence failures (perhaps bad Jacobian
              // supplied or wrong choice of mf or tolerances).
    case -6:  // error weight became zero during problem. (solution
              // component i vanished, and atol or atol(i) = 0.)
    case -13: // return requested in user-supplied function.
      m_integration_error = true;
      break;

    default:
      m_integration_error = true;
      (*current_liboctave_error_handler)
        ("unrecognized value of istate (= %" OCTAVE_IDX_TYPE_FORMAT ") "
         "returned from lsode", m_istate);
      break;
    }

  return retval;
}

std::string
LSODE::error_message (void) const
{
  std::string retval;

  std::ostringstream buf;
  buf << m_t;
  std::string t_curr = buf.str ();

  switch (m_istate)
    {
    case 1:
      retval = "prior to initial integration step";
      break;

    case 2:
      retval = "successful exit";
      break;

    case 3:
      retval = "prior to continuation call with modified parameters";
      break;

    case -1:
      retval = "excess work on this call (t = " + t_curr +
               "; perhaps wrong integration method)";
      break;

    case -2:
      retval = "excess accuracy requested (tolerances too small)";
      break;

    case -3:
      retval = "invalid input detected (see printed message)";
      break;

    case -4:
      retval = "repeated error test failures (t = " + t_curr +
               "; check all inputs)";
      break;

    case -5:
      retval = "repeated convergence failures (t = " + t_curr +
               "; perhaps bad Jacobian supplied or wrong choice of integration method or tolerances)";
      break;

    case -6:
      retval = "error weight became zero during problem. (t = " + t_curr +
               "; solution component i vanished, and atol or atol(i) == 0)";
      break;

    case -13:
      retval = "return requested in user-supplied function (t = "
               + t_curr + ')';
      break;

    default:
      retval = "unknown error state";
      break;
    }

  return retval;
}

Matrix
LSODE::do_integrate (const ColumnVector& tout)
{
  Matrix retval;

  octave_idx_type n_out = tout.numel ();
  F77_INT n = octave::to_f77_int (size ());

  if (n_out > 0 && n > 0)
    {
      retval.resize (n_out, n);

      for (F77_INT i = 0; i < n; i++)
        retval.elem (0, i) = m_x.elem (i);

      for (octave_idx_type j = 1; j < n_out; j++)
        {
          ColumnVector x_next = do_integrate (tout.elem (j));

          if (m_integration_error)
            return retval;

          for (F77_INT i = 0; i < n; i++)
            retval.elem (j, i) = x_next.elem (i);
        }
    }

  return retval;
}

Matrix
LSODE::do_integrate (const ColumnVector& tout, const ColumnVector& tcrit)
{
  Matrix retval;

  octave_idx_type n_out = tout.numel ();
  F77_INT n = octave::to_f77_int (size ());

  if (n_out > 0 && n > 0)
    {
      retval.resize (n_out, n);

      for (F77_INT i = 0; i < n; i++)
        retval.elem (0, i) = m_x.elem (i);

      octave_idx_type n_crit = tcrit.numel ();

      if (n_crit > 0)
        {
          octave_idx_type i_crit = 0;
          octave_idx_type i_out = 1;
          double next_crit = tcrit.elem (0);
          double next_out;
          while (i_out < n_out)
            {
              bool do_restart = false;

              next_out = tout.elem (i_out);
              if (i_crit < n_crit)
                next_crit = tcrit.elem (i_crit);

              bool save_output = false;
              double t_out;

              if (next_crit == next_out)
                {
                  set_stop_time (next_crit);
                  t_out = next_out;
                  save_output = true;
                  i_out++;
                  i_crit++;
                  do_restart = true;
                }
              else if (next_crit < next_out)
                {
                  if (i_crit < n_crit)
                    {
                      set_stop_time (next_crit);
                      t_out = next_crit;
                      save_output = false;
                      i_crit++;
                      do_restart = true;
                    }
                  else
                    {
                      clear_stop_time ();
                      t_out = next_out;
                      save_output = true;
                      i_out++;
                    }
                }
              else
                {
                  set_stop_time (next_crit);
                  t_out = next_out;
                  save_output = true;
                  i_out++;
                }

              ColumnVector x_next = do_integrate (t_out);

              if (m_integration_error)
                return retval;

              if (save_output)
                {
                  for (F77_INT i = 0; i < n; i++)
                    retval.elem (i_out-1, i) = x_next.elem (i);
                }

              if (do_restart)
                force_restart ();
            }
        }
      else
        {
          retval = do_integrate (tout);

          if (m_integration_error)
            return retval;
        }
    }

  return retval;
}