gsl_multimin__fdfminimizer.c 4.0 KB

123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133134135136137138139140141142143144145146147148149150151152153154155156157158159160161162163164165166167168169170171172173174
  1. /* multimin/fdfminimizer.c
  2. *
  3. * Copyright (C) 1996, 1997, 1998, 1999, 2000 Fabrice Rossi
  4. *
  5. * This program is free software; you can redistribute it and/or modify
  6. * it under the terms of the GNU General Public License as published by
  7. * the Free Software Foundation; either version 3 of the License, or (at
  8. * your option) any later version.
  9. *
  10. * This program is distributed in the hope that it will be useful, but
  11. * WITHOUT ANY WARRANTY; without even the implied warranty of
  12. * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
  13. * General Public License for more details.
  14. *
  15. * You should have received a copy of the GNU General Public License
  16. * along with this program; if not, write to the Free Software
  17. * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
  18. */
  19. #include "gsl__config.h"
  20. #include "gsl_errno.h"
  21. #include "gsl_multimin.h"
  22. gsl_multimin_fdfminimizer *
  23. gsl_multimin_fdfminimizer_alloc (const gsl_multimin_fdfminimizer_type * T,
  24. size_t n)
  25. {
  26. int status;
  27. gsl_multimin_fdfminimizer *s =
  28. (gsl_multimin_fdfminimizer *) malloc (sizeof (gsl_multimin_fdfminimizer));
  29. if (s == 0)
  30. {
  31. GSL_ERROR_VAL ("failed to allocate space for minimizer struct",
  32. GSL_ENOMEM, 0);
  33. }
  34. s->type = T;
  35. s->x = gsl_vector_calloc (n);
  36. if (s->x == 0)
  37. {
  38. free (s);
  39. GSL_ERROR_VAL ("failed to allocate space for x", GSL_ENOMEM, 0);
  40. }
  41. s->gradient = gsl_vector_calloc (n);
  42. if (s->gradient == 0)
  43. {
  44. gsl_vector_free (s->x);
  45. free (s);
  46. GSL_ERROR_VAL ("failed to allocate space for gradient", GSL_ENOMEM, 0);
  47. }
  48. s->dx = gsl_vector_calloc (n);
  49. if (s->dx == 0)
  50. {
  51. gsl_vector_free (s->x);
  52. gsl_vector_free (s->gradient);
  53. free (s);
  54. GSL_ERROR_VAL ("failed to allocate space for dx", GSL_ENOMEM, 0);
  55. }
  56. s->state = malloc (T->size);
  57. if (s->state == 0)
  58. {
  59. gsl_vector_free (s->x);
  60. gsl_vector_free (s->gradient);
  61. gsl_vector_free (s->dx);
  62. free (s);
  63. GSL_ERROR_VAL ("failed to allocate space for minimizer state",
  64. GSL_ENOMEM, 0);
  65. }
  66. status = (T->alloc) (s->state, n);
  67. if (status != GSL_SUCCESS)
  68. {
  69. free (s->state);
  70. gsl_vector_free (s->x);
  71. gsl_vector_free (s->gradient);
  72. gsl_vector_free (s->dx);
  73. free (s);
  74. GSL_ERROR_VAL ("failed to initialize minimizer state", GSL_ENOMEM, 0);
  75. }
  76. return s;
  77. }
  78. int
  79. gsl_multimin_fdfminimizer_set (gsl_multimin_fdfminimizer * s,
  80. gsl_multimin_function_fdf * fdf,
  81. const gsl_vector * x,
  82. double step_size, double tol)
  83. {
  84. if (s->x->size != fdf->n)
  85. {
  86. GSL_ERROR ("function incompatible with solver size", GSL_EBADLEN);
  87. }
  88. if (x->size != fdf->n)
  89. {
  90. GSL_ERROR ("vector length not compatible with function", GSL_EBADLEN);
  91. }
  92. s->fdf = fdf;
  93. gsl_vector_memcpy (s->x,x);
  94. gsl_vector_set_zero (s->dx);
  95. return (s->type->set) (s->state, s->fdf, s->x, &(s->f), s->gradient, step_size, tol);
  96. }
  97. void
  98. gsl_multimin_fdfminimizer_free (gsl_multimin_fdfminimizer * s)
  99. {
  100. (s->type->free) (s->state);
  101. free (s->state);
  102. gsl_vector_free (s->dx);
  103. gsl_vector_free (s->gradient);
  104. gsl_vector_free (s->x);
  105. free (s);
  106. }
  107. int
  108. gsl_multimin_fdfminimizer_iterate (gsl_multimin_fdfminimizer * s)
  109. {
  110. return (s->type->iterate) (s->state, s->fdf, s->x, &(s->f), s->gradient, s->dx);
  111. }
  112. int
  113. gsl_multimin_fdfminimizer_restart (gsl_multimin_fdfminimizer * s)
  114. {
  115. return (s->type->restart) (s->state);
  116. }
  117. const char *
  118. gsl_multimin_fdfminimizer_name (const gsl_multimin_fdfminimizer * s)
  119. {
  120. return s->type->name;
  121. }
  122. gsl_vector *
  123. gsl_multimin_fdfminimizer_x (gsl_multimin_fdfminimizer * s)
  124. {
  125. return s->x;
  126. }
  127. gsl_vector *
  128. gsl_multimin_fdfminimizer_dx (gsl_multimin_fdfminimizer * s)
  129. {
  130. return s->dx;
  131. }
  132. gsl_vector *
  133. gsl_multimin_fdfminimizer_gradient (gsl_multimin_fdfminimizer * s)
  134. {
  135. return s->gradient;
  136. }
  137. double
  138. gsl_multimin_fdfminimizer_minimum (gsl_multimin_fdfminimizer * s)
  139. {
  140. return s->f;
  141. }