SuperLU
5.2.0
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Solves the system of linear equations A*X=B. More...
#include "slu_sdefs.h"
Functions | |
void | sgssv (superlu_options_t *options, SuperMatrix *A, int *perm_c, int *perm_r, SuperMatrix *L, SuperMatrix *U, SuperMatrix *B, SuperLUStat_t *stat, int *info) |
Driver routines. More... | |
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.
-- SuperLU routine (version 3.0) -- Univ. of California Berkeley, Xerox Palo Alto Research Center, and Lawrence Berkeley National Lab. October 15, 2003
void sgssv | ( | superlu_options_t * | options, |
SuperMatrix * | A, | ||
int * | perm_c, | ||
int * | perm_r, | ||
SuperMatrix * | L, | ||
SuperMatrix * | U, | ||
SuperMatrix * | B, | ||
SuperLUStat_t * | stat, | ||
int * | info | ||
) |
Purpose
SGSSV solves the system of linear equations A*X=B, using the LU factorization from SGSTRF. It performs the following steps:
1. If A is stored column-wise (A->Stype = SLU_NC):
1.1. Permute the columns of A, forming A*Pc, where Pc is a permutation matrix. For more details of this step, see sp_preorder.c.
1.2. Factor A as Pr*A*Pc=L*U with the permutation Pr determined by Gaussian elimination with partial pivoting. L is unit lower triangular with offdiagonal entries bounded by 1 in magnitude, and U is upper triangular.
1.3. Solve the system of equations A*X=B using the factored form of A.
2. If A is stored row-wise (A->Stype = SLU_NR), apply the above algorithm to the transpose of A:
2.1. Permute columns of transpose(A) (rows of A), forming transpose(A)*Pc, where Pc is a permutation matrix. For more details of this step, see sp_preorder.c.
2.2. Factor A as Pr*transpose(A)*Pc=L*U with the permutation Pr determined by Gaussian elimination with partial pivoting. L is unit lower triangular with offdiagonal entries bounded by 1 in magnitude, and U is upper triangular.
2.3. Solve the system of equations A*X=B using the factored form of A.
See supermatrix.h for the definition of 'SuperMatrix' structure.
Arguments
options (input) superlu_options_t* The structure defines the input parameters to control how the LU decomposition will be performed and how the system will be solved.
A (input) SuperMatrix* Matrix A in A*X=B, of dimension (A->nrow, A->ncol). The number of linear equations is A->nrow. Currently, the type of A can be: Stype = SLU_NC or SLU_NR; Dtype = SLU_S; Mtype = SLU_GE. In the future, more general A may be handled.
perm_c (input/output) int* If A->Stype = SLU_NC, column permutation vector of size A->ncol which defines the permutation matrix Pc; perm_c[i] = j means column i of A is in position j in A*Pc. If A->Stype = SLU_NR, column permutation vector of size A->nrow which describes permutation of columns of transpose(A) (rows of A) as described above.
If options->ColPerm = MY_PERMC or options->Fact = SamePattern or options->Fact = SamePattern_SameRowPerm, it is an input argument. On exit, perm_c may be overwritten by the product of the input perm_c and a permutation that postorders the elimination tree of Pc'*A'*A*Pc; perm_c is not changed if the elimination tree is already in postorder. Otherwise, it is an output argument.
perm_r (input/output) int* If A->Stype = SLU_NC, row permutation vector of size A->nrow, which defines the permutation matrix Pr, and is determined by partial pivoting. perm_r[i] = j means row i of A is in position j in Pr*A. If A->Stype = SLU_NR, permutation vector of size A->ncol, which determines permutation of rows of transpose(A) (columns of A) as described above.
If options->RowPerm = MY_PERMR or options->Fact = SamePattern_SameRowPerm, perm_r is an input argument. otherwise it is an output argument.
L (output) SuperMatrix* The factor L from the factorization Pr*A*Pc=L*U (if A->Stype = SLU_NC) or Pr*transpose(A)*Pc=L*U (if A->Stype = SLU_NR). Uses compressed row subscripts storage for supernodes, i.e., L has types: Stype = SLU_SC, Dtype = SLU_S, Mtype = SLU_TRLU.
U (output) SuperMatrix* The factor U from the factorization Pr*A*Pc=L*U (if A->Stype = SLU_NC) or Pr*transpose(A)*Pc=L*U (if A->Stype = SLU_NR). Uses column-wise storage scheme, i.e., U has types: Stype = SLU_NC, Dtype = SLU_S, Mtype = SLU_TRU.
B (input/output) SuperMatrix* B has types: Stype = SLU_DN, Dtype = SLU_S, Mtype = SLU_GE. On entry, the right hand side matrix. On exit, the solution matrix if info = 0;
stat (output) SuperLUStat_t* Record the statistics on runtime and floating-point operation count. See util.h for the definition of 'SuperLUStat_t'.
info (output) int* = 0: successful exit > 0: if info = i, and i is <= A->ncol: U(i,i) is exactly zero. The factorization has been completed, but the factor U is exactly singular, so the solution could not be computed. > A->ncol: number of bytes allocated when memory allocation failure occurred, plus A->ncol.