/* glpnet02.c (permutations to block triangular form) */ /*********************************************************************** * This code is part of GLPK (GNU Linear Programming Kit). * * This code is the result of translation of the Fortran subroutines * MC13D and MC13E associated with the following paper: * * I.S.Duff, J.K.Reid, Algorithm 529: Permutations to block triangular * form, ACM Trans. on Math. Softw. 4 (1978), 189-192. * * Use of ACM Algorithms is subject to the ACM Software Copyright and * License Agreement. See . * * The translation was made by Andrew Makhorin . * * GLPK 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. * * GLPK 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 GLPK. If not, see . ***********************************************************************/ #include "glpnet.h" /*********************************************************************** * NAME * * mc13d - permutations to block triangular form * * SYNOPSIS * * #include "glpnet.h" * int mc13d(int n, const int icn[], const int ip[], const int lenr[], * int ior[], int ib[], int lowl[], int numb[], int prev[]); * * DESCRIPTION * * Given the column numbers of the nonzeros in each row of the sparse * matrix, the routine mc13d finds a symmetric permutation that makes * the matrix block lower triangular. * * INPUT PARAMETERS * * n order of the matrix. * * icn array containing the column indices of the non-zeros. Those * belonging to a single row must be contiguous but the ordering * of column indices within each row is unimportant and wasted * space between rows is permitted. * * ip ip[i], i = 1,2,...,n, is the position in array icn of the * first column index of a non-zero in row i. * * lenr lenr[i], i = 1,2,...,n, is the number of non-zeros in row i. * * OUTPUT PARAMETERS * * ior ior[i], i = 1,2,...,n, gives the position on the original * ordering of the row or column which is in position i in the * permuted form. * * ib ib[i], i = 1,2,...,num, is the row number in the permuted * matrix of the beginning of block i, 1 <= num <= n. * * WORKING ARRAYS * * arp working array of length [1+n], where arp[0] is not used. * arp[i] is one less than the number of unsearched edges leaving * node i. At the end of the algorithm it is set to a permutation * which puts the matrix in block lower triangular form. * * ib working array of length [1+n], where ib[0] is not used. * ib[i] is the position in the ordering of the start of the ith * block. ib[n+1-i] holds the node number of the ith node on the * stack. * * lowl working array of length [1+n], where lowl[0] is not used. * lowl[i] is the smallest stack position of any node to which a * path from node i has been found. It is set to n+1 when node i * is removed from the stack. * * numb working array of length [1+n], where numb[0] is not used. * numb[i] is the position of node i in the stack if it is on it, * is the permuted order of node i for those nodes whose final * position has been found and is otherwise zero. * * prev working array of length [1+n], where prev[0] is not used. * prev[i] is the node at the end of the path when node i was * placed on the stack. * * RETURNS * * The routine mc13d returns num, the number of blocks found. */ int mc13d(int n, const int icn[], const int ip[], const int lenr[], int ior[], int ib[], int lowl[], int numb[], int prev[]) { int *arp = ior; int dummy, i, i1, i2, icnt, ii, isn, ist, ist1, iv, iw, j, lcnt, nnm1, num, stp; /* icnt is the number of nodes whose positions in final ordering have been found. */ icnt = 0; /* num is the number of blocks that have been found. */ num = 0; nnm1 = n + n - 1; /* Initialization of arrays. */ for (j = 1; j <= n; j++) { numb[j] = 0; arp[j] = lenr[j] - 1; } for (isn = 1; isn <= n; isn++) { /* Look for a starting node. */ if (numb[isn] != 0) continue; iv = isn; /* ist is the number of nodes on the stack ... it is the stack pointer. */ ist = 1; /* Put node iv at beginning of stack. */ lowl[iv] = numb[iv] = 1; ib[n] = iv; /* The body of this loop puts a new node on the stack or backtracks. */ for (dummy = 1; dummy <= nnm1; dummy++) { i1 = arp[iv]; /* Have all edges leaving node iv been searched? */ if (i1 >= 0) { i2 = ip[iv] + lenr[iv] - 1; i1 = i2 - i1; /* Look at edges leaving node iv until one enters a new node or all edges are exhausted. */ for (ii = i1; ii <= i2; ii++) { iw = icn[ii]; /* Has node iw been on stack already? */ if (numb[iw] == 0) goto L70; /* Update value of lowl[iv] if necessary. */ if (lowl[iw] < lowl[iv]) lowl[iv] = lowl[iw]; } /* There are no more edges leaving node iv. */ arp[iv] = -1; } /* Is node iv the root of a block? */ if (lowl[iv] < numb[iv]) goto L60; /* Order nodes in a block. */ num++; ist1 = n + 1 - ist; lcnt = icnt + 1; /* Peel block off the top of the stack starting at the top and working down to the root of the block. */ for (stp = ist1; stp <= n; stp++) { iw = ib[stp]; lowl[iw] = n + 1; numb[iw] = ++icnt; if (iw == iv) break; } ist = n - stp; ib[num] = lcnt; /* Are there any nodes left on the stack? */ if (ist != 0) goto L60; /* Have all the nodes been ordered? */ if (icnt < n) break; goto L100; L60: /* Backtrack to previous node on path. */ iw = iv; iv = prev[iv]; /* Update value of lowl[iv] if necessary. */ if (lowl[iw] < lowl[iv]) lowl[iv] = lowl[iw]; continue; L70: /* Put new node on the stack. */ arp[iv] = i2 - ii - 1; prev[iw] = iv; iv = iw; lowl[iv] = numb[iv] = ++ist; ib[n+1-ist] = iv; } } L100: /* Put permutation in the required form. */ for (i = 1; i <= n; i++) arp[numb[i]] = i; return num; } /**********************************************************************/ #if 0 #include "glplib.h" void test(int n, int ipp); int main(void) { /* test program for routine mc13d */ test( 1, 0); test( 2, 1); test( 2, 2); test( 3, 3); test( 4, 4); test( 5, 10); test(10, 10); test(10, 20); test(20, 20); test(20, 50); test(50, 50); test(50, 200); return 0; } void fa01bs(int max, int *nrand); void setup(int n, char a[1+50][1+50], int ip[], int icn[], int lenr[]); void test(int n, int ipp) { int ip[1+50], icn[1+1000], ior[1+50], ib[1+51], iw[1+150], lenr[1+50]; char a[1+50][1+50], hold[1+100]; int i, ii, iblock, ij, index, j, jblock, jj, k9, num; xprintf("\n\n\nMatrix is of order %d and has %d off-diagonal non-" "zeros\n", n, ipp); for (j = 1; j <= n; j++) { for (i = 1; i <= n; i++) a[i][j] = 0; a[j][j] = 1; } for (k9 = 1; k9 <= ipp; k9++) { /* these statements should be replaced by calls to your favorite random number generator to place two pseudo-random numbers between 1 and n in the variables i and j */ for (;;) { fa01bs(n, &i); fa01bs(n, &j); if (!a[i][j]) break; } a[i][j] = 1; } /* setup converts matrix a[i,j] to required sparsity-oriented storage format */ setup(n, a, ip, icn, lenr); num = mc13d(n, icn, ip, lenr, ior, ib, &iw[0], &iw[n], &iw[n+n]); /* output reordered matrix with blocking to improve clarity */ xprintf("\nThe reordered matrix which has %d block%s is of the fo" "rm\n", num, num == 1 ? "" : "s"); ib[num+1] = n + 1; index = 100; iblock = 1; for (i = 1; i <= n; i++) { for (ij = 1; ij <= index; ij++) hold[ij] = ' '; if (i == ib[iblock]) { xprintf("\n"); iblock++; } jblock = 1; index = 0; for (j = 1; j <= n; j++) { if (j == ib[jblock]) { hold[++index] = ' '; jblock++; } ii = ior[i]; jj = ior[j]; hold[++index] = (char)(a[ii][jj] ? 'X' : '0'); } xprintf("%.*s\n", index, &hold[1]); } xprintf("\nThe starting point for each block is given by\n"); for (i = 1; i <= num; i++) { if ((i - 1) % 12 == 0) xprintf("\n"); xprintf(" %4d", ib[i]); } xprintf("\n"); return; } void setup(int n, char a[1+50][1+50], int ip[], int icn[], int lenr[]) { int i, j, ind; for (i = 1; i <= n; i++) lenr[i] = 0; ind = 1; for (i = 1; i <= n; i++) { ip[i] = ind; for (j = 1; j <= n; j++) { if (a[i][j]) { lenr[i]++; icn[ind++] = j; } } } return; } double g = 1431655765.0; double fa01as(int i) { /* random number generator */ g = fmod(g * 9228907.0, 4294967296.0); if (i >= 0) return g / 4294967296.0; else return 2.0 * g / 4294967296.0 - 1.0; } void fa01bs(int max, int *nrand) { *nrand = (int)(fa01as(1) * (double)max) + 1; return; } #endif /* eof */