#include "slu_ddefs.h"
#include "colamd.h"
Functions | |
int | genmmd_ (int *, int *, int *, int *, int *, int *, int *, int *, int *, int *, int *, int *) |
void | get_colamd (const int m, const int n, const int nnz, int *colptr, int *rowind, int *perm_c) |
void | getata (const int m, const int n, const int nz, int *colptr, int *rowind, int *atanz, int **ata_colptr, int **ata_rowind) |
void | at_plus_a (const int n, const int nz, int *colptr, int *rowind, int *bnz, int **b_colptr, int **b_rowind) |
void | get_perm_c (int ispec, SuperMatrix *A, int *perm_c) |
void at_plus_a | ( | const int | n, | |
const int | nz, | |||
int * | colptr, | |||
int * | rowind, | |||
int * | bnz, | |||
int ** | b_colptr, | |||
int ** | b_rowind | |||
) |
Purpose =======
Form the structure of A'+A. A is an n-by-n matrix in column oriented format represented by (colptr, rowind). The output A'+A is in column oriented format (symmetrically, also row oriented), represented by (b_colptr, b_rowind).
int genmmd_ | ( | int * | , | |
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | , | |||
int * | ||||
) |
void get_colamd | ( | const int | m, | |
const int | n, | |||
const int | nnz, | |||
int * | colptr, | |||
int * | rowind, | |||
int * | perm_c | |||
) |
void get_perm_c | ( | int | ispec, | |
SuperMatrix * | A, | |||
int * | perm_c | |||
) |
Purpose =======
GET_PERM_C obtains a permutation matrix Pc, by applying the multiple minimum degree ordering code by Joseph Liu to matrix A'*A or A+A'. or using approximate minimum degree column ordering by Davis et. al. The LU factorization of A*Pc tends to have less fill than the LU factorization of A.
Arguments =========
ispec (input) int Specifies the type of column ordering to reduce fill: = 1: minimum degree on the structure of A^T * A = 2: minimum degree on the structure of A^T + A = 3: approximate minimum degree for unsymmetric matrices If ispec == 0, the natural ordering (i.e., Pc = I) is returned.
A (input) SuperMatrix* Matrix A in A*X=B, of dimension (A->nrow, A->ncol). The number of the linear equations is A->nrow. Currently, the type of A can be: Stype = NC; Dtype = _D; Mtype = GE. In the future, more general A can be handled.
perm_c (output) int* 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.
void getata | ( | const int | m, | |
const int | n, | |||
const int | nz, | |||
int * | colptr, | |||
int * | rowind, | |||
int * | atanz, | |||
int ** | ata_colptr, | |||
int ** | ata_rowind | |||
) |
Purpose =======
Form the structure of A'*A. A is an m-by-n matrix in column oriented format represented by (colptr, rowind). The output A'*A is in column oriented format (symmetrically, also row oriented), represented by (ata_colptr, ata_rowind).
This routine is modified from GETATA routine by Tim Davis. The complexity of this algorithm is: SUM_{i=1,m} r(i)^2, i.e., the sum of the square of the row counts.
Questions ========= o Do I need to withhold the *dense* rows? o How do I know the number of nonzeros in A'*A?