Blame multifit_nlinear/test_meyer.c

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#define meyer_N         16
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#define meyer_P         3
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static double meyer_x0[meyer_P] = { 0.02, 4000.0, 250.0 };
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static double meyer_epsrel = 1.0e-6;
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static double meyer_Y[meyer_N] = {
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34780., 28610., 23650., 19630., 16370., 13720., 11540.,
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9744.,  8261.,  7030.,  6005., 5147., 4427., 3820.,
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3307.,  2872.
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};
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static void
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meyer_checksol(const double x[], const double sumsq,
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               const double epsrel, const char *sname,
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               const char *pname)
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{
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  size_t i;
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  const double sumsq_exact = 8.794585517053883e+01;
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  const double meyer_x[meyer_P] = { 5.609636471049458e-03,
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                                    6.181346346283188e+03,
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                                    3.452236346240292e+02 };
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  gsl_test_rel(sumsq, sumsq_exact, epsrel, "%s/%s sumsq",
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               sname, pname);
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  for (i = 0; i < meyer_P; ++i)
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    {
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      gsl_test_rel(x[i], meyer_x[i], epsrel, "%s/%s i=%zu",
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                   sname, pname, i);
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    }
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}
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static int
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meyer_f (const gsl_vector * x, void *params, gsl_vector * f)
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{
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  double x1 = gsl_vector_get(x, 0);
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  double x2 = gsl_vector_get(x, 1);
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  double x3 = gsl_vector_get(x, 2);
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  size_t i;
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  for (i = 0; i < meyer_N; ++i)
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    {
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      double ti = 45.0 + 5.0*(i + 1.0);
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      double yi = meyer_Y[i];
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      double fi = x1 * exp(x2 / (ti + x3)) - yi;
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      gsl_vector_set(f, i, fi);
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    }
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  (void)params; /* avoid unused parameter warning */
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  return GSL_SUCCESS;
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}
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static int
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meyer_df (const gsl_vector * x, void *params, gsl_matrix * J)
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{
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  double x1 = gsl_vector_get(x, 0);
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  double x2 = gsl_vector_get(x, 1);
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  double x3 = gsl_vector_get(x, 2);
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  size_t i;
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  for (i = 0; i < meyer_N; ++i)
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    {
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      double ti = 45.0 + 5.0*(i + 1.0);
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      double term1 = ti + x3;
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      double term2 = exp(x2 / term1);
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      gsl_matrix_set(J, i, 0, term2);
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      gsl_matrix_set(J, i, 1, x1*term2/term1);
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      gsl_matrix_set(J, i, 2, -x1*x2*term2/(term1*term1));
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    }
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  (void)params; /* avoid unused parameter warning */
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  return GSL_SUCCESS;
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}
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static int
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meyer_fvv (const gsl_vector * x, const gsl_vector * v,
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           void *params, gsl_vector * fvv)
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{
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  double x1 = gsl_vector_get(x, 0);
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  double x2 = gsl_vector_get(x, 1);
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  double x3 = gsl_vector_get(x, 2);
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  double v1 = gsl_vector_get(v, 0);
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  double v2 = gsl_vector_get(v, 1);
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  double v3 = gsl_vector_get(v, 2);
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  size_t i;
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  for (i = 0; i < meyer_N; ++i)
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    {
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      double ti = 45.0 + 5.0*(i + 1.0);
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      double term1 = ti + x3;
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      double term2 = exp(x2 / term1);
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      double term3 = v2*term1 - v3*x2;
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      double term4 = 2*ti*ti*v1 - v3*x1*(x2 + 2*x3) +
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                     x3*(v2*x1 + 2*v1*x3) +
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                     ti*(v2*x1 - 2*v3*x1 + 4*v1*x3);
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      gsl_vector_set(fvv, i, term2 * term3 * term4 / pow(term1, 4.0));
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    }
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  (void)params; /* avoid unused parameter warning */
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  return GSL_SUCCESS;
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}
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static gsl_multifit_nlinear_fdf meyer_func =
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{
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  meyer_f,
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  meyer_df,
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  meyer_fvv,
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  meyer_N,
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  meyer_P,
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  NULL,
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  0,
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  0,
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  0
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};
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static test_fdf_problem meyer_problem =
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{
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  "meyer",
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  meyer_x0,
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  NULL,
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  NULL,
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  &meyer_epsrel,
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  &meyer_checksol,
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  &meyer_func
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};