Solves the system of linear equations A*X=B. More...
#include "slu_ddefs.h"
Functions | |
void | dgssv (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. |
Solves the system of linear equations A*X=B.
-- SuperLU routine (version 3.0) -- Univ. of California Berkeley, Xerox Palo Alto Research Center, and Lawrence Berkeley National Lab. October 15, 2003
void dgssv | ( | 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.
Purpose =======
DGSSV solves the system of linear equations A*X=B, using the LU factorization from DGSTRF. 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_D; 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_D, 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_D, Mtype = SLU_TRU.
B (input/output) SuperMatrix* B has types: Stype = SLU_DN, Dtype = SLU_D, 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.