/*! \file Copyright (c) 2003, The Regents of the University of California, through Lawrence Berkeley National Laboratory (subject to receipt of any required approvals from U.S. Dept. of Energy) All rights reserved. The source code is distributed under BSD license, see the file License.txt at the top-level directory. */ /*! @file sp_coletree.c * \brief Tree layout and computation routines * *
 * -- SuperLU routine (version 3.1) --
 * Univ. of California Berkeley, Xerox Palo Alto Research Center,
 * and Lawrence Berkeley National Lab.
 * August 1, 2008
 *
 * Copyright (c) 1994 by Xerox Corporation.  All rights reserved.
 *
 * THIS MATERIAL IS PROVIDED AS IS, WITH ABSOLUTELY NO WARRANTY
 * EXPRESSED OR IMPLIED.  ANY USE IS AT YOUR OWN RISK.
 *
 * Permission is hereby granted to use or copy this program for any
 * purpose, provided the above notices are retained on all copies.
 * Permission to modify the code and to distribute modified code is
 * granted, provided the above notices are retained, and a notice that
 * the code was modified is included with the above copyright notice.
 * 
*/ /* Elimination tree computation and layout routines */ #include #include #include "slu_ddefs.h" /* * Implementation of disjoint set union routines. * Elements are integers in 0..n-1, and the * names of the sets themselves are of type int. * * Calls are: * initialize_disjoint_sets (n) initial call. * s = make_set (i) returns a set containing only i. * s = link (t, u) returns s = t union u, destroying t and u. * s = find (i) return name of set containing i. * finalize_disjoint_sets final call. * * This implementation uses path compression but not weighted union. * See Tarjan's book for details. * John Gilbert, CMI, 1987. * * Implemented path-halving by XSL 07/05/95. */ static int *mxCallocInt(int n) { register int i; int *buf; buf = (int *) SUPERLU_MALLOC( n * sizeof(int) ); if ( !buf ) { ABORT("SUPERLU_MALLOC fails for buf in mxCallocInt()"); } for (i = 0; i < n; i++) buf[i] = 0; return (buf); } static void initialize_disjoint_sets ( int n, int **pp ) { (*pp) = mxCallocInt(n); } static int make_set ( int i, int *pp ) { pp[i] = i; return i; } static int link ( int s, int t, int *pp ) { pp[s] = t; return t; } /* PATH HALVING */ static int find ( int i, int *pp ) { register int p, gp; p = pp[i]; gp = pp[p]; while (gp != p) { pp[i] = gp; i = gp; p = pp[i]; gp = pp[p]; } return (p); } #if 0 /* PATH COMPRESSION */ static int find ( int i ) { if (pp[i] != i) pp[i] = find (pp[i]); return pp[i]; } #endif static void finalize_disjoint_sets ( int *pp ) { SUPERLU_FREE(pp); } /* * Find the elimination tree for A'*A. * This uses something similar to Liu's algorithm. * It runs in time O(nz(A)*log n) and does not form A'*A. * * Input: * Sparse matrix A. Numeric values are ignored, so any * explicit zeros are treated as nonzero. * Output: * Integer array of parents representing the elimination * tree of the symbolic product A'*A. Each vertex is a * column of A, and nc means a root of the elimination forest. * * John R. Gilbert, Xerox, 10 Dec 1990 * Based on code by JRG dated 1987, 1988, and 1990. */ /* * Nonsymmetric elimination tree */ int sp_coletree( int *acolst, int *acolend, /* column start and end past 1 */ int *arow, /* row indices of A */ int nr, int nc, /* dimension of A */ int *parent /* parent in elim tree */ ) { int *root; /* root of subtee of etree */ int *firstcol; /* first nonzero col in each row*/ int rset, cset; int row, col; int rroot; int p; int *pp; root = mxCallocInt (nc); initialize_disjoint_sets (nc, &pp); /* Compute firstcol[row] = first nonzero column in row */ firstcol = mxCallocInt (nr); for (row = 0; row < nr; firstcol[row++] = nc); for (col = 0; col < nc; col++) for (p = acolst[col]; p < acolend[col]; p++) { row = arow[p]; firstcol[row] = SUPERLU_MIN(firstcol[row], col); } /* Compute etree by Liu's algorithm for symmetric matrices, except use (firstcol[r],c) in place of an edge (r,c) of A. Thus each row clique in A'*A is replaced by a star centered at its first vertex, which has the same fill. */ for (col = 0; col < nc; col++) { cset = make_set (col, pp); root[cset] = col; parent[col] = nc; /* Matlab */ for (p = acolst[col]; p < acolend[col]; p++) { row = firstcol[arow[p]]; if (row >= col) continue; rset = find (row, pp); rroot = root[rset]; if (rroot != col) { parent[rroot] = col; cset = link (cset, rset, pp); root[cset] = col; } } } SUPERLU_FREE (root); SUPERLU_FREE (firstcol); finalize_disjoint_sets (pp); return 0; } /* * q = TreePostorder (n, p); * * Postorder a tree. * Input: * p is a vector of parent pointers for a forest whose * vertices are the integers 0 to n-1; p[root]==n. * Output: * q is a vector indexed by 0..n-1 such that q[i] is the * i-th vertex in a postorder numbering of the tree. * * ( 2/7/95 modified by X.Li: * q is a vector indexed by 0:n-1 such that vertex i is the * q[i]-th vertex in a postorder numbering of the tree. * That is, this is the inverse of the previous q. ) * * In the child structure, lower-numbered children are represented * first, so that a tree which is already numbered in postorder * will not have its order changed. * * Written by John Gilbert, Xerox, 10 Dec 1990. * Based on code written by John Gilbert at CMI in 1987. */ static /* * Depth-first search from vertex v. */ void etdfs ( int v, int first_kid[], int next_kid[], int post[], int *postnum ) { int w; for (w = first_kid[v]; w != -1; w = next_kid[w]) { etdfs (w, first_kid, next_kid, post, postnum); } /* post[postnum++] = v; in Matlab */ post[v] = (*postnum)++; /* Modified by X. Li on 08/10/07 */ } static /* * Depth-first search from vertex n. No recursion. * This routine was contributed by Cédric Doucet, CEDRAT Group, Meylan, France. */ void nr_etdfs (int n, int *parent, int *first_kid, int *next_kid, int *post, int postnum) { int current = n, first, next; while (postnum != n){ /* no kid for the current node */ first = first_kid[current]; /* no first kid for the current node */ if (first == -1){ /* numbering this node because it has no kid */ post[current] = postnum++; /* looking for the next kid */ next = next_kid[current]; while (next == -1){ /* no more kids : back to the parent node */ current = parent[current]; /* numbering the parent node */ post[current] = postnum++; /* get the next kid */ next = next_kid[current]; } /* stopping criterion */ if (postnum==n+1) return; /* updating current node */ current = next; } /* updating current node */ else { current = first; } } } /* * Post order a tree */ int *TreePostorder( int n, int *parent ) { int *first_kid, *next_kid; /* Linked list of children. */ int *post, postnum; int v, dad; /* Allocate storage for working arrays and results */ first_kid = mxCallocInt (n+1); next_kid = mxCallocInt (n+1); post = mxCallocInt (n+1); /* Set up structure describing children */ for (v = 0; v <= n; first_kid[v++] = -1); for (v = n-1; v >= 0; v--) { dad = parent[v]; next_kid[v] = first_kid[dad]; first_kid[dad] = v; } /* Depth-first search from dummy root vertex #n */ postnum = 0; #if 0 /* recursion */ etdfs (n, first_kid, next_kid, post, &postnum); #else /* no recursion */ nr_etdfs(n, parent, first_kid, next_kid, post, postnum); #endif SUPERLU_FREE (first_kid); SUPERLU_FREE (next_kid); return post; } /* * p = spsymetree (A); * * Find the elimination tree for symmetric matrix A. * This uses Liu's algorithm, and runs in time O(nz*log n). * * Input: * Square sparse matrix A. No check is made for symmetry; * elements below and on the diagonal are ignored. * Numeric values are ignored, so any explicit zeros are * treated as nonzero. * Output: * Integer array of parents representing the etree, with n * meaning a root of the elimination forest. * Note: * This routine uses only the upper triangle, while sparse * Cholesky (as in spchol.c) uses only the lower. Matlab's * dense Cholesky uses only the upper. This routine could * be modified to use the lower triangle either by transposing * the matrix or by traversing it by rows with auxiliary * pointer and link arrays. * * John R. Gilbert, Xerox, 10 Dec 1990 * Based on code by JRG dated 1987, 1988, and 1990. * Modified by X.S. Li, November 1999. */ /* * Symmetric elimination tree */ int sp_symetree( int *acolst, int *acolend, /* column starts and ends past 1 */ int *arow, /* row indices of A */ int n, /* dimension of A */ int *parent /* parent in elim tree */ ) { int *root; /* root of subtree of etree */ int rset, cset; int row, col; int rroot; int p; int *pp; root = mxCallocInt (n); initialize_disjoint_sets (n, &pp); for (col = 0; col < n; col++) { cset = make_set (col, pp); root[cset] = col; parent[col] = n; /* Matlab */ for (p = acolst[col]; p < acolend[col]; p++) { row = arow[p]; if (row >= col) continue; rset = find (row, pp); rroot = root[rset]; if (rroot != col) { parent[rroot] = col; cset = link (cset, rset, pp); root[cset] = col; } } } SUPERLU_FREE (root); finalize_disjoint_sets (pp); return 0; } /* SP_SYMETREE */