/* ========================================================================== */
/* === klu include file ================================================= */
/* ========================================================================== */
/* Include file for user programs that call klu_* routines */
#ifndef _KLU_H
#define _KLU_H
/* make it easy for C++ programs to include KLU */
#ifdef __cplusplus
extern "C" {
#endif
#include "amd.h"
#include "colamd.h"
#include "btf.h"
/* -------------------------------------------------------------------------- */
/* Symbolic object - contains the pre-ordering computed by klu_analyze */
/* -------------------------------------------------------------------------- */
typedef struct
{
/* A (P,Q) is in upper block triangular form. The kth block goes from
* row/col index R [k] to R [k+1]-1. The estimated number of nonzeros
* in the L factor of the kth block is Lnz [k].
*/
/* only computed if the AMD ordering is chosen: */
double symmetry ; /* symmetry of largest block */
double est_flops ; /* est. factorization flop count */
double lnz, unz ; /* estimated nz in L and U, including diagonals */
double *Lnz ; /* size n, but only Lnz [0..nblocks-1] is used */
/* computed for all orderings: */
int
n, /* input matrix A is n-by-n */
nz, /* # entries in input matrix */
*P, /* size n */
*Q, /* size n */
*R, /* size n+1, but only R [0..nblocks] is used */
nzoff, /* nz in off-diagonal blocks */
nblocks, /* number of blocks */
maxblock, /* size of largest block */
ordering, /* ordering used (AMD, COLAMD, or GIVEN) */
do_btf ; /* whether or not BTF preordering was requested */
/* only computed if BTF preordering requested */
int structural_rank ; /* 0 to n-1 if the matrix is structurally rank
* deficient. -1 if not computed. n if the matrix has
* full structural rank */
} klu_symbolic ;
/* -------------------------------------------------------------------------- */
/* Numeric object - contains the factors computed by klu_factor */
/* -------------------------------------------------------------------------- */
typedef struct
{
/* LU factors of each block, the pivot row permutation, and the
* entries in the off-diagonal blocks */
int nblocks ; /* number of diagonal blocks */
int lnz ; /* actual nz in L, including diagonal */
int unz ; /* actual nz in U, including diagonal */
int max_lnz_block ; /* max actual nz in L in any one block, incl. diag */
int max_unz_block ; /* max actual nz in U in any one block, incl. diag */
int *Pnum ; /* size n. final pivot permutation */
int *Pinv ; /* size n. inverse of final pivot permutation */
/* LU factors of each block */
int **Lbip ; /* TODO describe */
int **Ubip ; /* TODO describe */
int **Lblen ; /* TODO describe */
int **Ublen ; /* TODO describe */
void **LUbx ; /* L and U indices and entries (excl. diagonal of U) */
void **Udiag ; /* diagonal of U */
void *Singleton ; /* singleton values */
double *Rs ; /* size n. row scaling factors, NULL if no scaling */
/* permanent workspace for factorization and solve */
size_t worksize ; /* size (in bytes) of Work */
void *Work ; /* workspace */
void *Xwork ; /* alias into Numeric->Work */
int *Iwork ; /* alias into Numeric->Work */
/* off-diagonal entries */
int *Offp ; /* TODO describe */
int *Offi ; /* TODO describe */
void *Offx ; /* TODO describe */
} klu_numeric ;
/* -------------------------------------------------------------------------- */
/* KLU control parameters and statistics */
/* -------------------------------------------------------------------------- */
/* return values of klu */
#define KLU_OK 0
#define KLU_SINGULAR (1) /* status > 0 is a warning, not an error */
#define KLU_OUT_OF_MEMORY (-2)
#define KLU_INVALID (-3)
#define KLU_TOO_LARGE (-4) /* integer overflow has occured */
typedef struct
{
/* ---------------------------------------------------------------------- */
/* parameters */
/* ---------------------------------------------------------------------- */
double tol ; /* pivot tolerance for diagonal preference */
double growth ; /* realloc growth size */
double initmem_amd ; /* init. memory size with AMD: c*nnz(L) + n */
double initmem ; /* init. memory size: c*nnz(A) + n */
int btf ; /* use BTF pre-ordering, or not */
int ordering ; /* 0: AMD, 1: COLAMD, 2: user P and Q,
* 3: user function */
int scale ; /* row scaling: -1: none (and no error check),
* 0: none, 1: sum, 2: max */
/* memory management routines */
void *(*malloc_memory) (size_t) ; /* pointer to malloc */
void *(*realloc_memory) (void *, size_t) ; /* pointer to realloc */
void (*free_memory) (void *) ; /* pointer to free */
void *(*calloc_memory) (size_t, size_t) ; /* pointer to calloc */
/* pointer to user ordering function */
int (*user_order) (int, int *, int *, int *, void *) ;
/* pointer to user data, passed unchanged as the last parameter to the
* user ordering function (optional, the user function need not use this
* information). */
void *user_data ;
int halt_if_singular ; /* how to handle a singular matrix:
* FALSE: keep going. Return a Numeric object with a zero U(k,k). A
* divide-by-zero may occur when computing L(:,k). The Numeric object
* can be passed to klu_solve (a divide-by-zero will occur). It can
* also be safely passed to klu_refactor.
* TRUE: stop quickly. klu_factor will free the partially-constructed
* Numeric object. klu_refactor will not free it, but will leave the
* numerical values only partially defined. This is the default. */
/* ---------------------------------------------------------------------- */
/* statistics */
/* ---------------------------------------------------------------------- */
int status ; /* KLU_OK if OK, < 0 if error */
int nrealloc ; /* # of reallocations of L and U */
int structural_rank ; /* 0 to n-1 if the matrix is structurally rank
* deficient (as determined by maxtrans). -1 if not computed. n if the
* matrix has full structural rank. This is computed by klu_analyze
* if a BTF preordering is requested. */
int numerical_rank ; /* First k for which a zero U(k,k) was found,
* if the matrix was singular (in the range 0 to n-1). n if the matrix
* has full rank. This is not a true rank-estimation. It just reports
* where the first zero pivot was found. -1 if not computed.
* Computed by klu_factor and klu_refactor. */
int singular_col ; /* n if the matrix is not singular. If in the
* range 0 to n-1, this is the column index of the original matrix A that
* corresponds to the column of U that contains a zero diagonal entry.
* -1 if not computed. Computed by klu_factor and klu_refactor. */
int noffdiag ; /* # of off-diagonal pivots, -1 if not computed */
/* statistic determined in klu_flops: */
double flops ; /* actual factorization flop count */
} klu_common ;
/* -------------------------------------------------------------------------- */
/* klu_analyze: pre-orderings and analyzes a matrix with BTF and AMD */
/* -------------------------------------------------------------------------- */
/* Order the matrix with BTF (or not), then order each block with AMD, COLAMD,
* a natural ordering, or with a user-provided ordering function */
klu_symbolic *klu_analyze
(
/* inputs, not modified */
int n, /* A is n-by-n */
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_analyze_given: analyzes a matrix using given P and Q */
/* -------------------------------------------------------------------------- */
/* Order the matrix with BTF (or not), then use natural or given ordering
* Puser and Quser on the blocks. Puser and Quser are interpretted as identity
* if NULL. */
klu_symbolic *klu_analyze_given
(
/* inputs, not modified */
int n, /* A is n-by-n */
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
int Puser [ ], /* size n, user's row permutation (may be NULL) */
int Quser [ ], /* size n, user's column permutation (may be NULL) */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_factor: factors a matrix using the klu_analyze results */
/* -------------------------------------------------------------------------- */
klu_numeric *klu_factor /* returns KLU_OK if OK, < 0 if error */
(
/* inputs, not modified */
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
double Ax [ ],
klu_symbolic *Symbolic,
klu_common *Common
) ;
klu_numeric *klu_z_factor /* returns KLU_OK if OK, < 0 if error */
(
/* inputs, not modified */
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
double Ax [ ],
klu_symbolic *Symbolic,
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_free_symbolic: destroys the Symbolic object */
/* -------------------------------------------------------------------------- */
int klu_free_symbolic
(
klu_symbolic **Symbolic,
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_free_numeric: destroys the Numeric object */
/* -------------------------------------------------------------------------- */
int klu_free_numeric
(
klu_numeric **Numeric,
klu_common *Common
) ;
int klu_z_free_numeric
(
klu_numeric **Numeric,
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_solve: solves Ax=b using the Symbolic and Numeric objects */
/* -------------------------------------------------------------------------- */
int klu_solve
(
/* inputs, not modified */
klu_symbolic *Symbolic,
klu_numeric *Numeric,
int ldim, /* leading dimension of B */
int nrhs, /* number of right-hand-sides */
/* right-hand-side on input, overwritten with solution to Ax=b on output */
double B [ ],
klu_common *Common
) ;
int klu_z_solve
(
/* inputs, not modified */
klu_symbolic *Symbolic,
klu_numeric *Numeric,
int ldim, /* leading dimension of B */
int nrhs, /* number of right-hand-sides */
/* right-hand-side on input, overwritten with solution to Ax=b on output */
double B [ ],
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_tsolve: solves A'x=b using the Symbolic and Numeric objects */
/* -------------------------------------------------------------------------- */
int klu_tsolve
(
/* inputs, not modified */
klu_symbolic *Symbolic,
klu_numeric *Numeric,
int ldim, /* leading dimension of B */
int nrhs, /* number of right-hand-sides */
/* right-hand-side on input, overwritten with solution to Ax=b on output */
double B [ ],
klu_common *Common
) ;
int klu_z_tsolve
(
/* inputs, not modified */
klu_symbolic *Symbolic,
klu_numeric *Numeric,
int ldim, /* leading dimension of B */
int nrhs, /* number of right-hand-sides */
/* right-hand-side on input, overwritten with solution to Ax=b on output */
double B [ ],
int conj_solve, /* TRUE: conjugate solve, FALSE: solve A.'x=b */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_refactor: refactorizes matrix with same ordering as klu_factor */
/* -------------------------------------------------------------------------- */
int klu_refactor /* return TRUE if successful, FALSE otherwise */
(
/* inputs, not modified */
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
double Ax [ ],
klu_symbolic *Symbolic,
/* input, and numerical values modified on output */
klu_numeric *Numeric,
klu_common *Common
) ;
int klu_z_refactor /* return TRUE if successful, FALSE otherwise */
(
/* inputs, not modified */
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
double Ax [ ],
klu_symbolic *Symbolic,
/* input, and numerical values modified on output */
klu_numeric *Numeric,
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_sort: sorts the columns of the LU factorization */
/* -------------------------------------------------------------------------- */
int klu_sort
(
/* inputs, not modified */
klu_symbolic *Symbolic,
/* input/output */
klu_numeric *Numeric,
klu_common *Common
) ;
int klu_z_sort
(
/* inputs, not modified */
klu_symbolic *Symbolic,
/* input/output */
klu_numeric *Numeric,
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_flops: determines # of flops performed in numeric factorzation */
/* -------------------------------------------------------------------------- */
int klu_flops
(
/* inputs, not modified */
klu_symbolic *Symbolic,
klu_numeric *Numeric,
/* input/output */
klu_common *Common
) ;
int klu_z_flops
(
/* inputs, not modified */
klu_symbolic *Symbolic,
klu_numeric *Numeric,
/* input/output */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_defaults: sets default control parameters */
/* -------------------------------------------------------------------------- */
int klu_defaults
(
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_growth */
/* -------------------------------------------------------------------------- */
int klu_growth
(
int Ap [ ],
int Ai [ ],
double Ax [ ],
klu_symbolic *Symbolic,
klu_numeric *Numeric,
double *growth, /* reciprocal pivot growth */
klu_common *Common
) ;
int klu_z_growth
(
int Ap [ ],
int Ai [ ],
double Ax [ ],
klu_symbolic *Symbolic,
klu_numeric *Numeric,
double *growth, /* reciprocal pivot growth */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_condest */
/* -------------------------------------------------------------------------- */
int klu_condest
(
int Ap [ ],
double Ax [ ],
klu_symbolic *Symbolic,
klu_numeric *Numeric,
double *condest, /* Output parameter : condition number */
klu_common *Common
) ;
int klu_z_condest
(
int Ap [ ],
double Ax [ ],
klu_symbolic *Symbolic,
klu_numeric *Numeric,
double *condest, /* Output parameter : condition number */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_scale */
/* -------------------------------------------------------------------------- */
int klu_scale /* return TRUE if successful, FALSE otherwise */
(
/* inputs, not modified */
int scale, /* <0: none, no error check; 0: none, 1: sum, 2: max */
int n,
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
double Ax [ ],
/* outputs, not defined on input */
double Rs [ ],
/* workspace, not defined on input or output */
int W [ ], /* size n, can be NULL */
klu_common *Common
) ;
int klu_z_scale /* return TRUE if successful, FALSE otherwise */
(
/* inputs, not modified */
int scale, /* <0: none, no error check; 0: none, 1: sum, 2: max */
int n,
int Ap [ ], /* size n+1, column pointers */
int Ai [ ], /* size nz, row indices */
double Ax [ ],
/* outputs, not defined on input */
double Rs [ ],
/* workspace, not defined on input or output */
int W [ ], /* size n, can be NULL */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_extract */
/* -------------------------------------------------------------------------- */
int klu_extract /* returns TRUE if successful, FALSE otherwise */
(
/* inputs: */
klu_numeric *Numeric,
klu_symbolic *Symbolic,
/* outputs, all of which must be allocated on input */
/* L */
int *Lp, /* size n+1 */
int *Li, /* size nnz(L) */
double *Lx, /* size nnz(L) */
/* U */
int *Up, /* size n+1 */
int *Ui, /* size nnz(U) */
double *Ux, /* size nnz(U) */
/* F */
int *Fp, /* size n+1 */
int *Fi, /* size nnz(F) */
double *Fx, /* size nnz(F) */
/* P, row permutation */
int *P, /* size n */
/* Q, column permutation */
int *Q, /* size n */
/* Rs, scale factors */
double *Rs, /* size n */
/* R, block boundaries */
int *R /* size nblocks+1 */
) ;
int klu_z_extract /* returns TRUE if successful, FALSE otherwise */
(
/* inputs: */
klu_numeric *Numeric,
klu_symbolic *Symbolic,
/* outputs, all of which must be allocated on input */
/* L */
int *Lp, /* size n+1 */
int *Li, /* size nnz(L) */
double *Lx, /* size nnz(L) */
#ifdef COMPLEX
double *Lz, /* size nnz(L) for the complex case, ignored if real */
#endif
/* U */
int *Up, /* size n+1 */
int *Ui, /* size nnz(U) */
double *Ux, /* size nnz(U) */
#ifdef COMPLEX
double *Uz, /* size nnz(U) for the complex case, ignored if real */
#endif
/* F */
int *Fp, /* size n+1 */
int *Fi, /* size nnz(F) */
double *Fx, /* size nnz(F) */
#ifdef COMPLEX
double *Fz, /* size nnz(F) for the complex case, ignored if real */
#endif
/* P, row permutation */
int *P, /* size n */
/* Q, column permutation */
int *Q, /* size n */
/* Rs, scale factors */
double *Rs, /* size n */
/* R, block boundaries */
int *R /* size nblocks+1 */
) ;
/* -------------------------------------------------------------------------- */
/* KLU memory management routines */
/* -------------------------------------------------------------------------- */
void *klu_malloc /* returns pointer to the newly malloc'd block */
(
/* ---- input ---- */
size_t n, /* number of items */
size_t size, /* size of each item */
/* --------------- */
klu_common *Common
) ;
void *klu_free /* always returns NULL */
(
/* ---- in/out --- */
void *p, /* block of memory to free */
/* --------------- */
klu_common *Common
) ;
void *klu_realloc /* returns pointer to reallocated block */
(
/* ---- input ---- */
size_t nnew, /* requested # of items in reallocated block */
size_t size, /* size of each item */
/* ---- in/out --- */
void *p, /* block of memory to realloc */
/* --------------- */
klu_common *Common
) ;
/* -------------------------------------------------------------------------- */
/* klu_rcond: compute min(abs(diag(U))) / max(abs(diag(U))) */
/* -------------------------------------------------------------------------- */
int klu_rcond
(
klu_symbolic *Symbolic, /* input, not modified */
klu_numeric *Numeric, /* input, not modified */
double *rcond, /* output (pointer to a scalar) */
klu_common *Common
) ;
int klu_z_rcond
(
klu_symbolic *Symbolic, /* input, not modified */
klu_numeric *Numeric, /* input, not modified */
double *rcond, /* output (pointer to a scalar) */
klu_common *Common
) ;
/* ========================================================================== */
/* === KLU version ========================================================== */
/* ========================================================================== */
/* All versions of KLU include these definitions.
* As an example, to test if the version you are using is 1.2 or later:
*
* if (KLU_VERSION >= KLU_VERSION_CODE (1,2)) ...
*
* This also works during compile-time:
*
* #if (KLU >= KLU_VERSION_CODE (1,2))
* printf ("This is version 1.2 or later\n") ;
* #else
* printf ("This is an early version\n") ;
* #endif
*/
#define KLU_DATE "Dec 12, 2006"
#define KLU_VERSION_CODE(main,sub) ((main) * 1000 + (sub))
#define KLU_MAIN_VERSION 0
#define KLU_SUB_VERSION 11
#define KLU_VERSION KLU_VERSION_CODE(KLU_MAIN_VERSION,KLU_SUB_VERSION)
#ifdef __cplusplus
}
#endif
#endif
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