/*------------------------------------------------------------------------ * * geqo_pmx.c * * partially matched crossover [PMX] routines; * PMX operator according to Goldberg & Lingle * (Proc Int'l Conf on GA's) * * $PostgreSQL: pgsql/src/backend/optimizer/geqo/geqo_pmx.c,v 1.10 2003/11/29 22:39:49 pgsql Exp $ * *------------------------------------------------------------------------- */ /* contributed by: =*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*= * Martin Utesch * Institute of Automatic Control * = = University of Mining and Technology = * utesch@aut.tu-freiberg.de * Freiberg, Germany * =*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*=*= */ /* the pmx algorithm is adopted from Genitor : */ /*************************************************************/ /* */ /* Copyright (c) 1990 */ /* Darrell L. Whitley */ /* Computer Science Department */ /* Colorado State University */ /* */ /* Permission is hereby granted to copy all or any part of */ /* this program for free distribution. The author's name */ /* and this copyright notice must be included in any copy. */ /* */ /*************************************************************/ #include "postgres.h" #include "optimizer/geqo_random.h" #include "optimizer/geqo_recombination.h" /* pmx * * partially matched crossover */ void pmx(Gene *tour1, Gene *tour2, Gene *offspring, int num_gene) { int *failed = (int *) palloc((num_gene + 1) * sizeof(int)); int *from = (int *) palloc((num_gene + 1) * sizeof(int)); int *indx = (int *) palloc((num_gene + 1) * sizeof(int)); int *check_list = (int *) palloc((num_gene + 1) * sizeof(int)); int left, right, temp, i, j, k; int mx_fail, found, mx_hold; /* no mutation so start up the pmx replacement algorithm */ /* initialize failed[], from[], check_list[] */ for (k = 0; k < num_gene; k++) { failed[k] = -1; from[k] = -1; check_list[k + 1] = 0; } /* locate crossover points */ left = geqo_randint(num_gene - 1, 0); right = geqo_randint(num_gene - 1, 0); if (left > right) { temp = left; left = right; right = temp; } /* copy tour2 into offspring */ for (k = 0; k < num_gene; k++) { offspring[k] = tour2[k]; from[k] = DAD; check_list[tour2[k]]++; } /* copy tour1 into offspring */ for (k = left; k <= right; k++) { check_list[offspring[k]]--; offspring[k] = tour1[k]; from[k] = MOM; check_list[tour1[k]]++; } /* pmx main part */ mx_fail = 0; /* STEP 1 */ for (k = left; k <= right; k++) { /* for all elements in the tour1-2 */ if (tour1[k] == tour2[k]) found = 1; /* find match in tour2 */ else { found = 0; /* substitute elements */ j = 0; while (!(found) && (j < num_gene)) { if ((offspring[j] == tour1[k]) && (from[j] == DAD)) { check_list[offspring[j]]--; offspring[j] = tour2[k]; found = 1; check_list[tour2[k]]++; } j++; } } if (!(found)) { /* failed to replace gene */ failed[mx_fail] = (int) tour1[k]; indx[mx_fail] = k; mx_fail++; } } /* ... for */ /* STEP 2 */ /* see if any genes could not be replaced */ if (mx_fail > 0) { mx_hold = mx_fail; for (k = 0; k < mx_hold; k++) { found = 0; j = 0; while (!(found) && (j < num_gene)) { if ((failed[k] == (int) offspring[j]) && (from[j] == DAD)) { check_list[offspring[j]]--; offspring[j] = tour2[indx[k]]; check_list[tour2[indx[k]]]++; found = 1; failed[k] = -1; mx_fail--; } j++; } } /* ... for */ } /* ... if */ /* STEP 3 */ for (k = 1; k <= num_gene; k++) { if (check_list[k] > 1) { i = 0; while (i < num_gene) { if ((offspring[i] == (Gene) k) && (from[i] == DAD)) { j = 1; while (j <= num_gene) { if (check_list[j] == 0) { offspring[i] = (Gene) j; check_list[k]--; check_list[j]++; i = num_gene + 1; j = i; } j++; } } /* ... if */ i++; } /* end while */ } } /* ... for */ pfree(failed); pfree(from); pfree(indx); pfree(check_list); }