//------------------------------------------------------------------------------ // UMFPACK/Source/umf_lsolve: solve Lx=b //------------------------------------------------------------------------------ // UMFPACK, Copyright (c) 2005-2023, Timothy A. Davis, All Rights Reserved. // SPDX-License-Identifier: GPL-2.0+ //------------------------------------------------------------------------------ /* solves Lx = b, where L is the lower triangular factor of a matrix */ /* B is overwritten with the solution X. */ /* Returns the floating point operation count */ #include "umf_internal.h" #include "umf_lsolve.h" double UMF_lsolve ( NumericType *Numeric, Entry X [ ], /* b on input, solution x on output */ Int Pattern [ ] /* a work array of size n */ ) { Entry xk ; Entry *xp, *Lval ; Int k, deg, *ip, j, row, *Lpos, *Lilen, *Lip, llen, lp, newLchain, pos, npiv, n1, *Li ; /* ---------------------------------------------------------------------- */ if (Numeric->n_row != Numeric->n_col) return (0.) ; npiv = Numeric->npiv ; Lpos = Numeric->Lpos ; Lilen = Numeric->Lilen ; Lip = Numeric->Lip ; n1 = Numeric->n1 ; #ifndef NDEBUG DEBUG4 (("Lsolve start:\n")) ; for (j = 0 ; j < Numeric->n_row ; j++) { DEBUG4 (("Lsolve start "ID": ", j)) ; EDEBUG4 (X [j]) ; DEBUG4 (("\n")) ; } #endif /* ---------------------------------------------------------------------- */ /* singletons */ /* ---------------------------------------------------------------------- */ for (k = 0 ; k < n1 ; k++) { DEBUG4 (("Singleton k "ID"\n", k)) ; xk = X [k] ; deg = Lilen [k] ; if (deg > 0 && IS_NONZERO (xk)) { lp = Lip [k] ; Li = (Int *) (Numeric->Memory + lp) ; lp += UNITS (Int, deg) ; Lval = (Entry *) (Numeric->Memory + lp) ; for (j = 0 ; j < deg ; j++) { DEBUG4 ((" row "ID" k "ID" value", Li [j], k)) ; EDEBUG4 (Lval [j]) ; DEBUG4 (("\n")) ; /* X [Li [j]] -= xk * Lval [j] ; */ MULT_SUB (X [Li [j]], xk, Lval [j]) ; } } } /* ---------------------------------------------------------------------- */ /* rest of L */ /* ---------------------------------------------------------------------- */ deg = 0 ; for (k = n1 ; k < npiv ; k++) { /* ------------------------------------------------------------------ */ /* make column of L in Pattern [0..deg-1] */ /* ------------------------------------------------------------------ */ lp = Lip [k] ; newLchain = (lp < 0) ; if (newLchain) { lp = -lp ; deg = 0 ; DEBUG4 (("start of chain for column of L\n")) ; } /* remove pivot row */ pos = Lpos [k] ; if (pos != EMPTY) { DEBUG4 ((" k "ID" removing row "ID" at position "ID"\n", k, Pattern [pos], pos)) ; ASSERT (!newLchain) ; ASSERT (deg > 0) ; ASSERT (pos >= 0 && pos < deg) ; ASSERT (Pattern [pos] == k) ; Pattern [pos] = Pattern [--deg] ; } /* concatenate the pattern */ ip = (Int *) (Numeric->Memory + lp) ; llen = Lilen [k] ; for (j = 0 ; j < llen ; j++) { row = *ip++ ; DEBUG4 ((" row "ID" k "ID"\n", row, k)) ; ASSERT (row > k) ; Pattern [deg++] = row ; } /* ------------------------------------------------------------------ */ /* use column k of L */ /* ------------------------------------------------------------------ */ xk = X [k] ; if (IS_NONZERO (xk)) { xp = (Entry *) (Numeric->Memory + lp + UNITS (Int, llen)) ; for (j = 0 ; j < deg ; j++) { DEBUG4 ((" row "ID" k "ID" value", Pattern [j], k)) ; EDEBUG4 (*xp) ; DEBUG4 (("\n")) ; /* X [Pattern [j]] -= xk * (*xp) ; */ MULT_SUB (X [Pattern [j]], xk, *xp) ; xp++ ; } } } #ifndef NDEBUG for (j = 0 ; j < Numeric->n_row ; j++) { DEBUG4 (("Lsolve done "ID": ", j)) ; EDEBUG4 (X [j]) ; DEBUG4 (("\n")) ; } DEBUG4 (("Lsolve done.\n")) ; #endif return (MULTSUB_FLOPS * ((double) Numeric->lnz)) ; }