/* ========================================================================== */ /* === CHOLMOD/MATLAB/nesdis mexFunction ==================================== */ /* ========================================================================== */ /* ----------------------------------------------------------------------------- * CHOLMOD/MATLAB Module. Copyright (C) 2005-2006, Timothy A. Davis * The CHOLMOD/MATLAB Module is licensed under Version 2.0 of the GNU * General Public License. See gpl.txt for a text of the license. * CHOLMOD is also available under other licenses; contact authors for details. * http://www.cise.ufl.edu/research/sparse * MATLAB(tm) is a Trademark of The MathWorks, Inc. * METIS (Copyright 1998, G. Karypis) is not distributed with CHOLMOD. * -------------------------------------------------------------------------- */ /* CHOLMOD's nested dissection, based on METIS_NodeComputerSeparator, CAMD, and * CCOLAMD. * * Usage: * * [p, cp, cmember] = nesdis (A) orders A, using tril(A) * [p, cp, cmember] = nesdis (A,'sym') orders A, using tril(A) * [p, cp, cmember] = nesdis (A,'row') orders A*A' * [p, cp, cmember] = nesdis (A,'col') orders A'*A * * Nested dissection ordering. Returns a permutation p such that the Cholesky * factorization of A(p,p), A(p,:)*A(p,:)', or A(:,p)'*A(:,p) is sparser than * the unpermuted system. 'mode' defaults to 'sym'. * * An optional 3rd input argument: * * nesdis (A,mode,opts) * * specifies control parameters. opts(1) is the smallest subgraph that should * not be partitioned (default is 200), opts(2) is 1 if connected components are * to be split independently (default is 0). opts(3) controls when a separator * is kept; it is kept if nsep < opts(3)*n, where nsep is the number of nodes in * the separator and n is the number of nodes in the graph being cut. * * opts(4) is 0 if the smallest subgraphs are not to be ordered. For the 'sym' * case, or if mode is not present: 1 if to be ordered by CAMD, or 2 if to be * ordered with CSYMAMD (default is 1). For the other cases: 0 for natural * ordering, 1 if to be ordered by CCOLAMD. * * cp and cmember are optional. cmember(i)=c means that node i is in component * c, where c is in the range of 1 to the number of components. length(cp) is * the number of components found. cp is the separator tree; cp(c) is the * parent of component c, or 0 if c is a root. There can be anywhere from * 1 to n components, where n is the number of rows of A, A*A', or A'*A. * * Requires METIS and the CHOLMOD Partition Module. */ #include "cholmod_matlab.h" void mexFunction ( int nargout, mxArray *pargout [ ], int nargin, const mxArray *pargin [ ] ) { #ifndef NPARTITION double dummy = 0 ; int *Perm, *Cmember, *CParent ; cholmod_sparse *A, Amatrix, *C, *S ; cholmod_common Common, *cm ; int n, transpose, c, ncomp ; char buf [LEN] ; /* ---------------------------------------------------------------------- */ /* start CHOLMOD and set defaults */ /* ---------------------------------------------------------------------- */ cm = &Common ; cholmod_start (cm) ; sputil_config (SPUMONI, cm) ; /* ---------------------------------------------------------------------- */ /* get inputs */ /* ---------------------------------------------------------------------- */ if (nargout > 3 || nargin < 1 || nargin > 3) { mexErrMsgTxt ("Usage: [p cp cmember] = nesdis (A, mode, opts)") ; } if (nargin > 2) { double *x = mxGetPr (pargin [2]) ; n = mxGetNumberOfElements (pargin [2]) ; if (n > 0) cm->method [0].nd_small = x [0] ; if (n > 1) cm->method [0].nd_components = x [1] ; if (n > 2) cm->method [0].nd_oksep = x [2] ; if (n > 3) cm->method [0].nd_camd = x [3] ; } /* ---------------------------------------------------------------------- */ /* get input matrix A */ /* ---------------------------------------------------------------------- */ A = sputil_get_sparse_pattern (pargin [0], &Amatrix, &dummy, cm) ; S = (A == &Amatrix) ? NULL : A ; /* ---------------------------------------------------------------------- */ /* get A->stype, default is to use tril(A) */ /* ---------------------------------------------------------------------- */ A->stype = -1 ; transpose = FALSE ; if (nargin > 1) { buf [0] = '\0' ; if (mxIsChar (pargin [1])) { mxGetString (pargin [1], buf, LEN) ; } c = buf [0] ; if (tolower (c) == 'r') { /* unsymmetric case (A*A') if string starts with 'r' */ transpose = FALSE ; A->stype = 0 ; } else if (tolower (c) == 'c') { /* unsymmetric case (A'*A) if string starts with 'c' */ transpose = TRUE ; A->stype = 0 ; } else if (tolower (c) == 's') { /* symmetric case (A) if string starts with 's' */ transpose = FALSE ; A->stype = -1 ; } else { mexErrMsgTxt ("nesdis: unrecognized mode") ; } } if (A->stype && A->nrow != A->ncol) { mexErrMsgTxt ("nesdis: A must be square") ; } C = NULL ; if (transpose) { /* C = A', and then order C*C' with cholmod_nested_dissection */ C = cholmod_transpose (A, 0, cm) ; if (C == NULL) { mexErrMsgTxt ("nesdis failed") ; } A = C ; } n = A->nrow ; /* ---------------------------------------------------------------------- */ /* get workspace */ /* ---------------------------------------------------------------------- */ CParent = cholmod_malloc (n, sizeof (int), cm) ; Cmember = cholmod_malloc (n, sizeof (int), cm) ; Perm = cholmod_malloc (n, sizeof (int), cm) ; /* ---------------------------------------------------------------------- */ /* order the matrix with CHOLMOD's nested dissection */ /* ---------------------------------------------------------------------- */ ncomp = cholmod_nested_dissection (A, NULL, 0, Perm, CParent, Cmember, cm) ; if (ncomp < 0) { mexErrMsgTxt ("nesdis failed") ; return ; } /* ---------------------------------------------------------------------- */ /* return Perm, CParent, and Cmember */ /* ---------------------------------------------------------------------- */ pargout [0] = sputil_put_int (Perm, n, 1) ; if (nargout > 1) { pargout [1] = sputil_put_int (CParent, ncomp, 1) ; } if (nargout > 2) { pargout [2] = sputil_put_int (Cmember, n, 1) ; } /* ---------------------------------------------------------------------- */ /* free workspace */ /* ---------------------------------------------------------------------- */ cholmod_free (n, sizeof (int), Perm, cm) ; cholmod_free (n, sizeof (int), CParent, cm) ; cholmod_free (n, sizeof (int), Cmember, cm) ; cholmod_free_sparse (&C, cm) ; cholmod_free_sparse (&S, cm) ; cholmod_finish (cm) ; cholmod_print_common (" ", cm) ; /* if (cm->malloc_count != 0) mexErrMsgTxt ("!") ; */ #else mexErrMsgTxt ("METIS and the CHOLMOD Partition Module not installed\n") ; #endif }