[2] | 1 | /* GLoBES -- General LOng Baseline Experiment Simulator
|
---|
| 2 | * (C) 2002 - 2004, The GLoBES Team
|
---|
| 3 | *
|
---|
| 4 | * GLoBES is mainly intended for academic purposes. Proper
|
---|
| 5 | * credit must be given if you use GLoBES or parts of it. Please
|
---|
| 6 | * read the section 'Credit' in the README file.
|
---|
| 7 | *
|
---|
| 8 | * This program is free software; you can redistribute it and/or modify
|
---|
| 9 | * it under the terms of the GNU General Public License as published by
|
---|
| 10 | * the Free Software Foundation; either version 2 of the License, or
|
---|
| 11 | * (at your option) any later version.
|
---|
| 12 | *
|
---|
| 13 | * This program is distributed in the hope that it will be useful,
|
---|
| 14 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
| 15 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
| 16 | * GNU General Public License for more details.
|
---|
| 17 | *
|
---|
| 18 | * You should have received a copy of the GNU General Public License
|
---|
| 19 | * along with this program; if not, write to the Free Software
|
---|
| 20 | * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
|
---|
| 21 | */
|
---|
| 22 |
|
---|
| 23 |
|
---|
| 24 |
|
---|
| 25 | #include <math.h>
|
---|
| 26 | #include <stdio.h>
|
---|
| 27 |
|
---|
| 28 | /* new */
|
---|
| 29 | /*#include <stdlib.h>
|
---|
| 30 | #include <math.h>
|
---|
| 31 | #include <string.h> */
|
---|
| 32 |
|
---|
| 33 | #include "glb_error.h"
|
---|
| 34 | #include "glb_min_sup.h"
|
---|
| 35 |
|
---|
| 36 | static void glb_minimizer_error(char error_text[])
|
---|
| 37 | {
|
---|
| 38 | glb_fatal(error_text);
|
---|
| 39 | }
|
---|
| 40 |
|
---|
| 41 | double *glb_alloc_vec(int nl,int nh)
|
---|
| 42 | {
|
---|
| 43 | double *v;
|
---|
| 44 | v=(double *)glb_malloc((unsigned) (nh-nl+1)*sizeof(double));
|
---|
| 45 | return v-nl;
|
---|
| 46 | }
|
---|
| 47 |
|
---|
| 48 | double **glb_alloc_mat(int nrl,int nrh, int ncl,int nch)
|
---|
| 49 | {
|
---|
| 50 | int i;
|
---|
| 51 | double **m;
|
---|
| 52 |
|
---|
| 53 | m=(double **) glb_malloc((unsigned) (nrh-nrl+1)*sizeof(double*));
|
---|
| 54 | m -= nrl;
|
---|
| 55 | for(i=nrl;i<=nrh;i++)
|
---|
| 56 | {
|
---|
| 57 | m[i]=(double *) glb_malloc((unsigned)
|
---|
| 58 | (nch-ncl+1)*sizeof(double));
|
---|
| 59 | m[i] -= ncl;
|
---|
| 60 | }
|
---|
| 61 | return m;
|
---|
| 62 | }
|
---|
| 63 |
|
---|
| 64 | void glb_free_vec(double *v,int nl,int nh)
|
---|
| 65 | {
|
---|
| 66 | glb_free((char*) (v+nl));
|
---|
| 67 | }
|
---|
| 68 |
|
---|
| 69 | void glb_free_mat(double **m,int nrl,int nrh,int ncl,int nch)
|
---|
| 70 | {
|
---|
| 71 | int i;
|
---|
| 72 | for(i=nrh;i>=nrl;i--) glb_free((char*) (m[i]+ncl));
|
---|
| 73 | glb_free((char*) (m+nrl));
|
---|
| 74 | }
|
---|
| 75 |
|
---|
| 76 |
|
---|
| 77 |
|
---|
| 78 |
|
---|
| 79 | #define TOL 2.0e-4
|
---|
| 80 |
|
---|
| 81 |
|
---|
| 82 | typedef struct {
|
---|
| 83 | int ncom;
|
---|
| 84 | double *pcom;
|
---|
| 85 | double *xicom;
|
---|
| 86 | double (*nrfunc)(double*);
|
---|
| 87 | } glb_min_data;
|
---|
| 88 |
|
---|
| 89 |
|
---|
| 90 | static double one_dim_projection(double x,glb_min_data *in)
|
---|
| 91 | {
|
---|
| 92 | int j;
|
---|
| 93 | double f,*xt;
|
---|
| 94 |
|
---|
| 95 | xt=glb_alloc_vec(1,in->ncom);
|
---|
| 96 | for (j=1;j<=in->ncom;j++) xt[j]=in->pcom[j]+x*in->xicom[j];
|
---|
| 97 | f=in->nrfunc(xt);
|
---|
| 98 | glb_free_vec(xt,1,in->ncom);
|
---|
| 99 | return f;
|
---|
| 100 | }
|
---|
| 101 |
|
---|
| 102 |
|
---|
| 103 |
|
---|
| 104 | #define ITMAX 100
|
---|
| 105 | #define CGOLD 0.3819660
|
---|
| 106 | #define ZEPS 1.0e-10
|
---|
| 107 | #define SIGN(a,b) ((b) > 0.0 ? fabs(a) : -fabs(a))
|
---|
| 108 | #define SHFT(a,b,c,d) (a)=(b);(b)=(c);(c)=(d);
|
---|
| 109 |
|
---|
| 110 | static double glb_brent_min(double ax,double bx,double cx,
|
---|
| 111 | double (*f)(double,glb_min_data*),
|
---|
| 112 | double tol,double *xmin,glb_min_data *in)
|
---|
| 113 | {
|
---|
| 114 | int iter;
|
---|
| 115 | double a,b,d,etemp,fu,fv,fw,fx,p,q,r,tol1,tol2,u,v,w,x,xm;
|
---|
| 116 | double e=0.0;
|
---|
| 117 |
|
---|
| 118 | a=((ax < cx) ? ax : cx);
|
---|
| 119 | b=((ax > cx) ? ax : cx);
|
---|
| 120 | x=w=v=bx;
|
---|
| 121 | fw=fv=fx=(*f)(x,in);
|
---|
| 122 | for (iter=1;iter<=ITMAX;iter++) {
|
---|
| 123 | xm=0.5*(a+b);
|
---|
| 124 | tol2=2.0*(tol1=tol*fabs(x)+ZEPS);
|
---|
| 125 | if (fabs(x-xm) <= (tol2-0.5*(b-a))) {
|
---|
| 126 | *xmin=x;
|
---|
| 127 | return fx;
|
---|
| 128 | }
|
---|
| 129 | if (fabs(e) > tol1) {
|
---|
| 130 | r=(x-w)*(fx-fv);
|
---|
| 131 | q=(x-v)*(fx-fw);
|
---|
| 132 | p=(x-v)*q-(x-w)*r;
|
---|
| 133 | q=2.0*(q-r);
|
---|
| 134 | if (q > 0.0) p = -p;
|
---|
| 135 | q=fabs(q);
|
---|
| 136 | etemp=e;
|
---|
| 137 | e=d;
|
---|
| 138 | if (fabs(p) >= fabs(0.5*q*etemp) || p <= q*(a-x) || p >= q*(b-x))
|
---|
| 139 | d=CGOLD*(e=(x >= xm ? a-x : b-x));
|
---|
| 140 | else {
|
---|
| 141 | d=p/q;
|
---|
| 142 | u=x+d;
|
---|
| 143 | if (u-a < tol2 || b-u < tol2)
|
---|
| 144 | d=SIGN(tol1,xm-x);
|
---|
| 145 | }
|
---|
| 146 | } else {
|
---|
| 147 | d=CGOLD*(e=(x >= xm ? a-x : b-x));
|
---|
| 148 | }
|
---|
| 149 | u=(fabs(d) >= tol1 ? x+d : x+SIGN(tol1,d));
|
---|
| 150 | fu=(*f)(u,in);
|
---|
| 151 | if (fu <= fx) {
|
---|
| 152 | if (u >= x) a=x; else b=x;
|
---|
| 153 | SHFT(v,w,x,u)
|
---|
| 154 | SHFT(fv,fw,fx,fu)
|
---|
| 155 | } else {
|
---|
| 156 | if (u < x) a=u; else b=u;
|
---|
| 157 | if (fu <= fw || w == x) {
|
---|
| 158 | v=w;
|
---|
| 159 | w=u;
|
---|
| 160 | fv=fw;
|
---|
| 161 | fw=fu;
|
---|
| 162 | } else if (fu <= fv || v == x || v == w) {
|
---|
| 163 | v=u;
|
---|
| 164 | fv=fu;
|
---|
| 165 | }
|
---|
| 166 | }
|
---|
| 167 | }
|
---|
| 168 | glb_minimizer_error("glb_brent_min");
|
---|
| 169 | *xmin=x;
|
---|
| 170 | return fx;
|
---|
| 171 | }
|
---|
| 172 |
|
---|
| 173 | #undef ITMAX
|
---|
| 174 | #undef CGOLD
|
---|
| 175 | #undef ZEPS
|
---|
| 176 | #undef SIGN
|
---|
| 177 |
|
---|
| 178 |
|
---|
| 179 |
|
---|
| 180 |
|
---|
| 181 | #define GOLD 1.618034
|
---|
| 182 | #define GLIMIT 100.0
|
---|
| 183 | #define TINY 1.0e-20
|
---|
| 184 | #define MAX(a,b) ((a) > (b) ? (a) : (b))
|
---|
| 185 | #define SIGN(a,b) ((b) > 0.0 ? fabs(a) : -fabs(a))
|
---|
| 186 | #define SHFT(a,b,c,d) (a)=(b);(b)=(c);(c)=(d);
|
---|
| 187 |
|
---|
| 188 | static void bracket(double *ax,double *bx,double *cx,double *fa,double *fb,
|
---|
| 189 | double *fc, double (*func)(double,glb_min_data*),glb_min_data *in)
|
---|
| 190 | {
|
---|
| 191 | double ulim,u,r,q,fu,dum;
|
---|
| 192 |
|
---|
| 193 | *fa=(*func)(*ax,in);
|
---|
| 194 | *fb=(*func)(*bx,in);
|
---|
| 195 | if (*fb > *fa) {
|
---|
| 196 | SHFT(dum,*ax,*bx,dum)
|
---|
| 197 | SHFT(dum,*fb,*fa,dum)
|
---|
| 198 | }
|
---|
| 199 | *cx=(*bx)+GOLD*(*bx-*ax);
|
---|
| 200 | *fc=(*func)(*cx,in);
|
---|
| 201 | while (*fb > *fc) {
|
---|
| 202 | r=(*bx-*ax)*(*fb-*fc);
|
---|
| 203 | q=(*bx-*cx)*(*fb-*fa);
|
---|
| 204 | u=(*bx)-((*bx-*cx)*q-(*bx-*ax)*r)/
|
---|
| 205 | (2.0*SIGN(MAX(fabs(q-r),TINY),q-r));
|
---|
| 206 | ulim=(*bx)+GLIMIT*(*cx-*bx);
|
---|
| 207 | if ((*bx-u)*(u-*cx) > 0.0) {
|
---|
| 208 | fu=(*func)(u,in);
|
---|
| 209 | if (fu < *fc) {
|
---|
| 210 | *ax=(*bx);
|
---|
| 211 | *bx=u;
|
---|
| 212 | *fa=(*fb);
|
---|
| 213 | *fb=fu;
|
---|
| 214 | return;
|
---|
| 215 | } else if (fu > *fb) {
|
---|
| 216 | *cx=u;
|
---|
| 217 | *fc=fu;
|
---|
| 218 | return;
|
---|
| 219 | }
|
---|
| 220 | u=(*cx)+GOLD*(*cx-*bx);
|
---|
| 221 | fu=(*func)(u,in);
|
---|
| 222 | } else if ((*cx-u)*(u-ulim) > 0.0) {
|
---|
| 223 | fu=(*func)(u,in);
|
---|
| 224 | if (fu < *fc) {
|
---|
| 225 | SHFT(*bx,*cx,u,*cx+GOLD*(*cx-*bx))
|
---|
| 226 | SHFT(*fb,*fc,fu,(*func)(u,in))
|
---|
| 227 | }
|
---|
| 228 | } else if ((u-ulim)*(ulim-*cx) >= 0.0) {
|
---|
| 229 | u=ulim;
|
---|
| 230 | fu=(*func)(u,in);
|
---|
| 231 | } else {
|
---|
| 232 | u=(*cx)+GOLD*(*cx-*bx);
|
---|
| 233 | fu=(*func)(u,in);
|
---|
| 234 | }
|
---|
| 235 | SHFT(*ax,*bx,*cx,u)
|
---|
| 236 | SHFT(*fa,*fb,*fc,fu)
|
---|
| 237 | }
|
---|
| 238 | }
|
---|
| 239 |
|
---|
| 240 |
|
---|
| 241 |
|
---|
| 242 | #undef GOLD
|
---|
| 243 | #undef GLIMIT
|
---|
| 244 | #undef TINY
|
---|
| 245 | #undef MAX
|
---|
| 246 | #undef SIGN
|
---|
| 247 | #undef SHFT
|
---|
| 248 |
|
---|
| 249 |
|
---|
| 250 | static void line_minimization(double p[],double xi[],int n,double *fret,
|
---|
| 251 | double (*func)(double*),
|
---|
| 252 | glb_min_data *in)
|
---|
| 253 | {
|
---|
| 254 | int j;
|
---|
| 255 | double xx,xmin,fx,fb,fa,bx,ax;
|
---|
| 256 | int ncom=0;
|
---|
| 257 | double *pcom=0,*xicom=0,(*nrfunc)(double*);
|
---|
| 258 |
|
---|
| 259 | ncom=n;
|
---|
| 260 | pcom=glb_alloc_vec(1,n);
|
---|
| 261 | xicom=glb_alloc_vec(1,n);
|
---|
| 262 | nrfunc=func;
|
---|
| 263 | for (j=1;j<=n;j++) {
|
---|
| 264 | pcom[j]=p[j];
|
---|
| 265 | xicom[j]=xi[j];
|
---|
| 266 | }
|
---|
| 267 |
|
---|
| 268 | in->ncom=n;
|
---|
| 269 | in->pcom=pcom;
|
---|
| 270 | in->xicom=xicom;
|
---|
| 271 | in->nrfunc=func;
|
---|
| 272 | ax=0.0;
|
---|
| 273 | xx=1.0;
|
---|
| 274 | bx=2.0;
|
---|
| 275 | bracket(&ax,&xx,&bx,&fa,&fx,&fb,one_dim_projection,in);
|
---|
| 276 | *fret=glb_brent_min(ax,xx,bx,one_dim_projection,TOL,&xmin,in);
|
---|
| 277 | for (j=1;j<=n;j++) {
|
---|
| 278 | xi[j] *= xmin;
|
---|
| 279 | p[j] += xi[j];
|
---|
| 280 | }
|
---|
| 281 | glb_free_vec(xicom,1,n);
|
---|
| 282 | glb_free_vec(pcom,1,n);
|
---|
| 283 | }
|
---|
| 284 |
|
---|
| 285 |
|
---|
| 286 |
|
---|
| 287 |
|
---|
| 288 |
|
---|
| 289 |
|
---|
| 290 |
|
---|
| 291 | #define ITMAX 10000 /* was 500 */
|
---|
| 292 | static double sqrarg;
|
---|
| 293 | #define SQR(a) (sqrarg=(a),sqrarg*sqrarg)
|
---|
| 294 |
|
---|
| 295 | void glb_powell(double p[],double **xi,int n,
|
---|
| 296 | double ftol,int *iter,double *fret,
|
---|
| 297 | double (*func)(double*))
|
---|
| 298 | {
|
---|
| 299 | int i,ibig,j;
|
---|
| 300 | double t,fptt,fp,del;
|
---|
| 301 | double *pt,*ptt,*xit;
|
---|
| 302 | glb_min_data in;
|
---|
| 303 | pt=glb_alloc_vec(1,n);
|
---|
| 304 | ptt=glb_alloc_vec(1,n);
|
---|
| 305 | xit=glb_alloc_vec(1,n);
|
---|
| 306 | *fret=(*func)(p);
|
---|
| 307 | for (j=1;j<=n;j++) pt[j]=p[j];
|
---|
| 308 | for (*iter=1;;(*iter)++) {
|
---|
| 309 | fp=(*fret);
|
---|
| 310 | ibig=0;
|
---|
| 311 | del=0.0;
|
---|
| 312 | for (i=1;i<=n;i++) {
|
---|
| 313 | for (j=1;j<=n;j++) xit[j]=xi[j][i];
|
---|
| 314 | fptt=(*fret);
|
---|
| 315 | line_minimization(p,xit,n,fret,func,&in);
|
---|
| 316 | if (fabs(fptt-(*fret)) > del) {
|
---|
| 317 | del=fabs(fptt-(*fret));
|
---|
| 318 | ibig=i;
|
---|
| 319 | }
|
---|
| 320 | }
|
---|
| 321 | if (2.0*fabs(fp-(*fret)) <= ftol*(fabs(fp)+fabs(*fret))) {
|
---|
| 322 | glb_free_vec(xit,1,n);
|
---|
| 323 | glb_free_vec(ptt,1,n);
|
---|
| 324 | glb_free_vec(pt,1,n);
|
---|
| 325 | return;
|
---|
| 326 | }
|
---|
| 327 | if (*iter == ITMAX)
|
---|
| 328 | { /* modified by WW */
|
---|
| 329 | /* glb_minimizer_error("empty (1)"); */
|
---|
| 330 | glb_free_vec(xit,1,n);
|
---|
| 331 | glb_free_vec(ptt,1,n);
|
---|
| 332 | glb_free_vec(pt,1,n);
|
---|
| 333 | (*fret) = 999999.0;
|
---|
| 334 | printf("At Point: ");
|
---|
| 335 | for (j=1;j<=n;j++) printf("%g ",p[j]);
|
---|
| 336 | printf("\n");
|
---|
| 337 | glb_error("Minimizer error: no convergence (1)");
|
---|
| 338 | return;
|
---|
| 339 | }
|
---|
| 340 | for (j=1;j<=n;j++) {
|
---|
| 341 | ptt[j]=2.0*p[j]-pt[j];
|
---|
| 342 | xit[j]=p[j]-pt[j];
|
---|
| 343 | pt[j]=p[j];
|
---|
| 344 | }
|
---|
| 345 | fptt=(*func)(ptt);
|
---|
| 346 | if (fptt < fp) {
|
---|
| 347 | t=2.0*(fp-2.0*(*fret)+fptt)*SQR(fp-(*fret)-del)-del*SQR(fp-fptt);
|
---|
| 348 | if (t < 0.0) {
|
---|
| 349 | line_minimization(p,xit,n,fret,func,&in);
|
---|
| 350 | for (j=1;j<=n;j++) xi[j][ibig]=xit[j];
|
---|
| 351 | }
|
---|
| 352 | }
|
---|
| 353 | }
|
---|
| 354 | }
|
---|
| 355 |
|
---|
| 356 |
|
---|
| 357 | void glb_powell2(double p[],double **xi,int n,double ftol,
|
---|
| 358 | int *iter,double *fret,
|
---|
| 359 | double (*func)(double*))
|
---|
| 360 | {
|
---|
| 361 | int i,ibig,j;
|
---|
| 362 | double t,fptt,fp,del;
|
---|
| 363 | double *pt,*ptt,*xit;
|
---|
| 364 | glb_min_data in;
|
---|
| 365 | pt=glb_alloc_vec(1,n);
|
---|
| 366 | ptt=glb_alloc_vec(1,n);
|
---|
| 367 | xit=glb_alloc_vec(1,n);
|
---|
| 368 | *fret=(*func)(p);
|
---|
| 369 | for (j=1;j<=n;j++) pt[j]=p[j];
|
---|
| 370 | for (*iter=1;;(*iter)++) {
|
---|
| 371 | fp=(*fret);
|
---|
| 372 | ibig=0;
|
---|
| 373 | del=0.0;
|
---|
| 374 | for (i=1;i<=n;i++) {
|
---|
| 375 | for (j=1;j<=n;j++) xit[j]=xi[j][i];
|
---|
| 376 | fptt=(*fret);
|
---|
| 377 | line_minimization(p,xit,n,fret,func,&in);
|
---|
| 378 | if (fabs(fptt-(*fret)) > del) {
|
---|
| 379 | del=fabs(fptt-(*fret));
|
---|
| 380 | ibig=i;
|
---|
| 381 | }
|
---|
| 382 | }
|
---|
| 383 | if (2.0*fabs(fp-(*fret)) <= ftol*(fabs(fp)+fabs(*fret))) {
|
---|
| 384 | glb_free_vec(xit,1,n);
|
---|
| 385 | glb_free_vec(ptt,1,n);
|
---|
| 386 | glb_free_vec(pt,1,n);
|
---|
| 387 | return;
|
---|
| 388 | }
|
---|
| 389 | if (*iter == ITMAX)
|
---|
| 390 | { /* modified by WW */
|
---|
| 391 | /* glb_minimizer_error("empty (2)"); */
|
---|
| 392 | glb_free_vec(xit,1,n);
|
---|
| 393 | glb_free_vec(ptt,1,n);
|
---|
| 394 | glb_free_vec(pt,1,n);
|
---|
| 395 | (*fret) = 999999.0;
|
---|
| 396 | printf("At Point: ");
|
---|
| 397 | for (j=1;j<=n;j++) printf("%g ",p[j]);
|
---|
| 398 | printf("\n");
|
---|
| 399 | glb_error("Minimizer error: no convergence (2)");
|
---|
| 400 | return;
|
---|
| 401 | }
|
---|
| 402 |
|
---|
| 403 | for (j=1;j<=n;j++) {
|
---|
| 404 | ptt[j]=2.0*p[j]-pt[j];
|
---|
| 405 | xit[j]=p[j]-pt[j];
|
---|
| 406 | pt[j]=p[j];
|
---|
| 407 | }
|
---|
| 408 | fptt=(*func)(ptt);
|
---|
| 409 | if (fptt < fp) {
|
---|
| 410 | t=2.0*(fp-2.0*(*fret)+fptt)*SQR(fp-(*fret)-del)-del*SQR(fp-fptt);
|
---|
| 411 | if (t < 0.0) {
|
---|
| 412 | line_minimization(p,xit,n,fret,func,&in);
|
---|
| 413 | for (j=1;j<=n;j++) xi[j][ibig]=xit[j];
|
---|
| 414 | }
|
---|
| 415 | }
|
---|
| 416 | }
|
---|
| 417 | }
|
---|
| 418 |
|
---|
| 419 |
|
---|
| 420 |
|
---|
| 421 | #undef ITMAX
|
---|
| 422 | #undef SQR
|
---|
| 423 | #undef TOL
|
---|