//------------------------------------------------------------------------------ // LDL/Demo/ldlsimple.c: a simple LDL main program (int32_t version) //------------------------------------------------------------------------------ // LDL, Copyright (c) 2005-2022 by Timothy A. Davis. All Rights Reserved. // SPDX-License-Identifier: LGPL-2.1+ //------------------------------------------------------------------------------ /* LDLSIMPLE: this is a very simple main program that illustrates the basic * usage of the LDL routines. The output of this program is in ldlsimple.out. * This program factorizes the matrix * * A =[ ... * 1.7 0 0 0 0 0 0 0 .13 0 * 0 1. 0 0 .02 0 0 0 0 .01 * 0 0 1.5 0 0 0 0 0 0 0 * 0 0 0 1.1 0 0 0 0 0 0 * 0 .02 0 0 2.6 0 .16 .09 .52 .53 * 0 0 0 0 0 1.2 0 0 0 0 * 0 0 0 0 .16 0 1.3 0 0 .56 * 0 0 0 0 .09 0 0 1.6 .11 0 * .13 0 0 0 .52 0 0 .11 1.4 0 * 0 .01 0 0 .53 0 .56 0 0 3.1 ] ; * * and then solves a system Ax=b whose true solution is * x = [.1 .2 .3 .4 .5 .6 .7 .8 .9 1]' ; * * Note that Li and Lx are statically allocated, with length 13. This is just * enough to hold the factor L, but normally this size is not known until after * ldl_symbolic has analyzed the matrix. The size of Li and Lx must be greater * than or equal to lnz = Lp [N], which is 13 for this matrix L. */ #include #include "ldl.h" #define N 10 /* A is 10-by-10 */ #define ANZ 19 /* # of nonzeros on diagonal and upper triangular part of A */ #define LNZ 13 /* # of nonzeros below the diagonal of L */ int main (void) { /* only the upper triangular part of A is required */ int32_t Ap [N+1] = {0, 1, 2, 3, 4, 6, 7, 9, 11, 15, ANZ}, Ai [ANZ] = {0, 1, 2, 3, 1,4, 5, 4,6, 4,7, 0,4,7,8, 1,4,6,9 } ; double Ax [ANZ] = {1.7, 1., 1.5, 1.1, .02,2.6, 1.2, .16,1.3, .09,1.6, .13,.52,.11,1.4, .01,.53,.56,3.1}, b [N] = {.287, .22, .45, .44, 2.486, .72, 1.55, 1.424, 1.621, 3.759}; double Lx [LNZ], D [N], Y [N] ; int Li [LNZ], Lp [N+1], Parent [N], Lnz [N], Flag [N], Pattern [N], d, i ; int version [3] ; SuiteSparse_version (version) ; printf ("LDL %d.%d.%d in SuiteSparse %d.%d.%d\n", LDL_MAIN_VERSION, LDL_SUB_VERSION, LDL_SUBSUB_VERSION, version [0], version [1], version [2]) ; /* factorize A into LDL' (P and Pinv not used) */ ldl_symbolic (N, Ap, Ai, Lp, Parent, Lnz, Flag, NULL, NULL) ; printf ("Nonzeros in L, excluding diagonal: %d\n", Lp [N]) ; d = ldl_numeric (N, Ap, Ai, Ax, Lp, Parent, Lnz, Li, Lx, D, Y, Pattern, Flag, NULL, NULL) ; if (d == N) { /* solve Ax=b, overwriting b with the solution x */ ldl_lsolve (N, b, Lp, Li, Lx) ; ldl_dsolve (N, b, D) ; ldl_ltsolve (N, b, Lp, Li, Lx) ; for (i = 0 ; i < N ; i++) printf ("x [%d] = %g\n", i, b [i]) ; } else { printf ("ldl_numeric failed, D (%d,%d) is zero\n", d, d) ; } return (0) ; }