amd.h
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/* ========================================================================= */
/* === AMD: approximate minimum degree ordering =========================== */
/* ========================================================================= */
/* ------------------------------------------------------------------------- */
/* AMD Version 2.2, Copyright (c) 2007 by Timothy A. Davis, */
/* Patrick R. Amestoy, and Iain S. Duff. See ../README.txt for License. */
/* email: davis at cise.ufl.edu CISE Department, Univ. of Florida. */
/* web: http://www.cise.ufl.edu/research/sparse/amd */
/* ------------------------------------------------------------------------- */
/* AMD finds a symmetric ordering P of a matrix A so that the Cholesky
* factorization of P*A*P' has fewer nonzeros and takes less work than the
* Cholesky factorization of A. If A is not symmetric, then it performs its
* ordering on the matrix A+A'. Two sets of user-callable routines are
* provided, one for int integers and the other for UF_long integers.
*
* The method is based on the approximate minimum degree algorithm, discussed
* in Amestoy, Davis, and Duff, "An approximate degree ordering algorithm",
* SIAM Journal of Matrix Analysis and Applications, vol. 17, no. 4, pp.
* 886-905, 1996. This package can perform both the AMD ordering (with
* aggressive absorption), and the AMDBAR ordering (without aggressive
* absorption) discussed in the above paper. This package differs from the
* Fortran codes discussed in the paper:
*
* (1) it can ignore "dense" rows and columns, leading to faster run times
* (2) it computes the ordering of A+A' if A is not symmetric
* (3) it is followed by a depth-first post-ordering of the assembly tree
* (or supernodal elimination tree)
*
* For historical reasons, the Fortran versions, amd.f and amdbar.f, have
* been left (nearly) unchanged. They compute the identical ordering as
* described in the above paper.
*/
#ifndef AMD_H
#define AMD_H
/* make it easy for C++ programs to include AMD */
#ifdef __cplusplus
extern "C" {
#endif
/* get the definition of size_t: */
#include <stddef.h>
/* define UF_long */
#include "UFconfig.h"
int amd_order /* returns AMD_OK, AMD_OK_BUT_JUMBLED,
* AMD_INVALID, or AMD_OUT_OF_MEMORY */
(
int n, /* A is n-by-n. n must be >= 0. */
const int Ap [ ], /* column pointers for A, of size n+1 */
const int Ai [ ], /* row indices of A, of size nz = Ap [n] */
int P [ ], /* output permutation, of size n */
double Control [ ], /* input Control settings, of size AMD_CONTROL */
double Info [ ] /* output Info statistics, of size AMD_INFO */
) ;
UF_long amd_l_order /* see above for description of arguments */
(
UF_long n,
const UF_long Ap [ ],
const UF_long Ai [ ],
UF_long P [ ],
double Control [ ],
double Info [ ]
) ;
/* Input arguments (not modified):
*
* n: the matrix A is n-by-n.
* Ap: an int/UF_long array of size n+1, containing column pointers of A.
* Ai: an int/UF_long array of size nz, containing the row indices of A,
* where nz = Ap [n].
* Control: a double array of size AMD_CONTROL, containing control
* parameters. Defaults are used if Control is NULL.
*
* Output arguments (not defined on input):
*
* P: an int/UF_long array of size n, containing the output permutation. If
* row i is the kth pivot row, then P [k] = i. In MATLAB notation,
* the reordered matrix is A (P,P).
* Info: a double array of size AMD_INFO, containing statistical
* information. Ignored if Info is NULL.
*
* On input, the matrix A is stored in column-oriented form. The row indices
* of nonzero entries in column j are stored in Ai [Ap [j] ... Ap [j+1]-1].
*
* If the row indices appear in ascending order in each column, and there
* are no duplicate entries, then amd_order is slightly more efficient in
* terms of time and memory usage. If this condition does not hold, a copy
* of the matrix is created (where these conditions do hold), and the copy is
* ordered. This feature is new to v2.0 (v1.2 and earlier required this
* condition to hold for the input matrix).
*
* Row indices must be in the range 0 to
* n-1. Ap [0] must be zero, and thus nz = Ap [n] is the number of nonzeros
* in A. The array Ap is of size n+1, and the array Ai is of size nz = Ap [n].
* The matrix does not need to be symmetric, and the diagonal does not need to
* be present (if diagonal entries are present, they are ignored except for
* the output statistic Info [AMD_NZDIAG]). The arrays Ai and Ap are not
* modified. This form of the Ap and Ai arrays to represent the nonzero
* pattern of the matrix A is the same as that used internally by MATLAB.
* If you wish to use a more flexible input structure, please see the
* umfpack_*_triplet_to_col routines in the UMFPACK package, at
* http://www.cise.ufl.edu/research/sparse/umfpack.
*
* Restrictions: n >= 0. Ap [0] = 0. Ap [j] <= Ap [j+1] for all j in the
* range 0 to n-1. nz = Ap [n] >= 0. Ai [0..nz-1] must be in the range 0
* to n-1. Finally, Ai, Ap, and P must not be NULL. If any of these
* restrictions are not met, AMD returns AMD_INVALID.
*
* AMD returns:
*
* AMD_OK if the matrix is valid and sufficient memory can be allocated to
* perform the ordering.
*
* AMD_OUT_OF_MEMORY if not enough memory can be allocated.
*
* AMD_INVALID if the input arguments n, Ap, Ai are invalid, or if P is
* NULL.
*
* AMD_OK_BUT_JUMBLED if the matrix had unsorted columns, and/or duplicate
* entries, but was otherwise valid.
*
* The AMD routine first forms the pattern of the matrix A+A', and then
* computes a fill-reducing ordering, P. If P [k] = i, then row/column i of
* the original is the kth pivotal row. In MATLAB notation, the permuted
* matrix is A (P,P), except that 0-based indexing is used instead of the
* 1-based indexing in MATLAB.
*
* The Control array is used to set various parameters for AMD. If a NULL
* pointer is passed, default values are used. The Control array is not
* modified.
*
* Control [AMD_DENSE]: controls the threshold for "dense" rows/columns.
* A dense row/column in A+A' can cause AMD to spend a lot of time in
* ordering the matrix. If Control [AMD_DENSE] >= 0, rows/columns
* with more than Control [AMD_DENSE] * sqrt (n) entries are ignored
* during the ordering, and placed last in the output order. The
* default value of Control [AMD_DENSE] is 10. If negative, no
* rows/columns are treated as "dense". Rows/columns with 16 or
* fewer off-diagonal entries are never considered "dense".
*
* Control [AMD_AGGRESSIVE]: controls whether or not to use aggressive
* absorption, in which a prior element is absorbed into the current
* element if is a subset of the current element, even if it is not
* adjacent to the current pivot element (refer to Amestoy, Davis,
* & Duff, 1996, for more details). The default value is nonzero,
* which means to perform aggressive absorption. This nearly always
* leads to a better ordering (because the approximate degrees are
* more accurate) and a lower execution time. There are cases where
* it can lead to a slightly worse ordering, however. To turn it off,
* set Control [AMD_AGGRESSIVE] to 0.
*
* Control [2..4] are not used in the current version, but may be used in
* future versions.
*
* The Info array provides statistics about the ordering on output. If it is
* not present, the statistics are not returned. This is not an error
* condition.
*
* Info [AMD_STATUS]: the return value of AMD, either AMD_OK,
* AMD_OK_BUT_JUMBLED, AMD_OUT_OF_MEMORY, or AMD_INVALID.
*
* Info [AMD_N]: n, the size of the input matrix
*
* Info [AMD_NZ]: the number of nonzeros in A, nz = Ap [n]
*
* Info [AMD_SYMMETRY]: the symmetry of the matrix A. It is the number
* of "matched" off-diagonal entries divided by the total number of
* off-diagonal entries. An entry A(i,j) is matched if A(j,i) is also
* an entry, for any pair (i,j) for which i != j. In MATLAB notation,
* S = spones (A) ;
* B = tril (S, -1) + triu (S, 1) ;
* symmetry = nnz (B & B') / nnz (B) ;
*
* Info [AMD_NZDIAG]: the number of entries on the diagonal of A.
*
* Info [AMD_NZ_A_PLUS_AT]: the number of nonzeros in A+A', excluding the
* diagonal. If A is perfectly symmetric (Info [AMD_SYMMETRY] = 1)
* with a fully nonzero diagonal, then Info [AMD_NZ_A_PLUS_AT] = nz-n
* (the smallest possible value). If A is perfectly unsymmetric
* (Info [AMD_SYMMETRY] = 0, for an upper triangular matrix, for
* example) with no diagonal, then Info [AMD_NZ_A_PLUS_AT] = 2*nz
* (the largest possible value).
*
* Info [AMD_NDENSE]: the number of "dense" rows/columns of A+A' that were
* removed from A prior to ordering. These are placed last in the
* output order P.
*
* Info [AMD_MEMORY]: the amount of memory used by AMD, in bytes. In the
* current version, this is 1.2 * Info [AMD_NZ_A_PLUS_AT] + 9*n
* times the size of an integer. This is at most 2.4nz + 9n. This
* excludes the size of the input arguments Ai, Ap, and P, which have
* a total size of nz + 2*n + 1 integers.
*
* Info [AMD_NCMPA]: the number of garbage collections performed.
*
* Info [AMD_LNZ]: the number of nonzeros in L (excluding the diagonal).
* This is a slight upper bound because mass elimination is combined
* with the approximate degree update. It is a rough upper bound if
* there are many "dense" rows/columns. The rest of the statistics,
* below, are also slight or rough upper bounds, for the same reasons.
* The post-ordering of the assembly tree might also not exactly
* correspond to a true elimination tree postordering.
*
* Info [AMD_NDIV]: the number of divide operations for a subsequent LDL'
* or LU factorization of the permuted matrix A (P,P).
*
* Info [AMD_NMULTSUBS_LDL]: the number of multiply-subtract pairs for a
* subsequent LDL' factorization of A (P,P).
*
* Info [AMD_NMULTSUBS_LU]: the number of multiply-subtract pairs for a
* subsequent LU factorization of A (P,P), assuming that no numerical
* pivoting is required.
*
* Info [AMD_DMAX]: the maximum number of nonzeros in any column of L,
* including the diagonal.
*
* Info [14..19] are not used in the current version, but may be used in
* future versions.
*/
/* ------------------------------------------------------------------------- */
/* direct interface to AMD */
/* ------------------------------------------------------------------------- */
/* amd_2 is the primary AMD ordering routine. It is not meant to be
* user-callable because of its restrictive inputs and because it destroys
* the user's input matrix. It does not check its inputs for errors, either.
* However, if you can work with these restrictions it can be faster than
* amd_order and use less memory (assuming that you can create your own copy
* of the matrix for AMD to destroy). Refer to AMD/Source/amd_2.c for a
* description of each parameter. */
void amd_2
(
int n,
int Pe [ ],
int Iw [ ],
int Len [ ],
int iwlen,
int pfree,
int Nv [ ],
int Next [ ],
int Last [ ],
int Head [ ],
int Elen [ ],
int Degree [ ],
int W [ ],
double Control [ ],
double Info [ ]
) ;
void amd_l2
(
UF_long n,
UF_long Pe [ ],
UF_long Iw [ ],
UF_long Len [ ],
UF_long iwlen,
UF_long pfree,
UF_long Nv [ ],
UF_long Next [ ],
UF_long Last [ ],
UF_long Head [ ],
UF_long Elen [ ],
UF_long Degree [ ],
UF_long W [ ],
double Control [ ],
double Info [ ]
) ;
/* ------------------------------------------------------------------------- */
/* amd_valid */
/* ------------------------------------------------------------------------- */
/* Returns AMD_OK or AMD_OK_BUT_JUMBLED if the matrix is valid as input to
* amd_order; the latter is returned if the matrix has unsorted and/or
* duplicate row indices in one or more columns. Returns AMD_INVALID if the
* matrix cannot be passed to amd_order. For amd_order, the matrix must also
* be square. The first two arguments are the number of rows and the number
* of columns of the matrix. For its use in AMD, these must both equal n.
*
* NOTE: this routine returned TRUE/FALSE in v1.2 and earlier.
*/
int amd_valid
(
int n_row, /* # of rows */
int n_col, /* # of columns */
const int Ap [ ], /* column pointers, of size n_col+1 */
const int Ai [ ] /* row indices, of size Ap [n_col] */
) ;
UF_long amd_l_valid
(
UF_long n_row,
UF_long n_col,
const UF_long Ap [ ],
const UF_long Ai [ ]
) ;
/* ------------------------------------------------------------------------- */
/* AMD memory manager and printf routines */
/* ------------------------------------------------------------------------- */
/* The user can redefine these to change the malloc, free, and printf routines
* that AMD uses. */
#ifndef EXTERN
#define EXTERN extern
#endif
EXTERN void *(*amd_malloc) (size_t) ; /* pointer to malloc */
EXTERN void (*amd_free) (void *) ; /* pointer to free */
EXTERN void *(*amd_realloc) (void *, size_t) ; /* pointer to realloc */
EXTERN void *(*amd_calloc) (size_t, size_t) ; /* pointer to calloc */
EXTERN int (*amd_printf) (const char *, ...) ; /* pointer to printf */
/* ------------------------------------------------------------------------- */
/* AMD Control and Info arrays */
/* ------------------------------------------------------------------------- */
/* amd_defaults: sets the default control settings */
void amd_defaults (double Control [ ]) ;
void amd_l_defaults (double Control [ ]) ;
/* amd_control: prints the control settings */
void amd_control (double Control [ ]) ;
void amd_l_control (double Control [ ]) ;
/* amd_info: prints the statistics */
void amd_info (double Info [ ]) ;
void amd_l_info (double Info [ ]) ;
#define AMD_CONTROL 5 /* size of Control array */
#define AMD_INFO 20 /* size of Info array */
/* contents of Control */
#define AMD_DENSE 0 /* "dense" if degree > Control [0] * sqrt (n) */
#define AMD_AGGRESSIVE 1 /* do aggressive absorption if Control [1] != 0 */
/* default Control settings */
#define AMD_DEFAULT_DENSE 10.0 /* default "dense" degree 10*sqrt(n) */
#define AMD_DEFAULT_AGGRESSIVE 1 /* do aggressive absorption by default */
/* contents of Info */
#define AMD_STATUS 0 /* return value of amd_order and amd_l_order */
#define AMD_N 1 /* A is n-by-n */
#define AMD_NZ 2 /* number of nonzeros in A */
#define AMD_SYMMETRY 3 /* symmetry of pattern (1 is sym., 0 is unsym.) */
#define AMD_NZDIAG 4 /* # of entries on diagonal */
#define AMD_NZ_A_PLUS_AT 5 /* nz in A+A' */
#define AMD_NDENSE 6 /* number of "dense" rows/columns in A */
#define AMD_MEMORY 7 /* amount of memory used by AMD */
#define AMD_NCMPA 8 /* number of garbage collections in AMD */
#define AMD_LNZ 9 /* approx. nz in L, excluding the diagonal */
#define AMD_NDIV 10 /* number of fl. point divides for LU and LDL' */
#define AMD_NMULTSUBS_LDL 11 /* number of fl. point (*,-) pairs for LDL' */
#define AMD_NMULTSUBS_LU 12 /* number of fl. point (*,-) pairs for LU */
#define AMD_DMAX 13 /* max nz. in any column of L, incl. diagonal */
/* ------------------------------------------------------------------------- */
/* return values of AMD */
/* ------------------------------------------------------------------------- */
#define AMD_OK 0 /* success */
#define AMD_OUT_OF_MEMORY -1 /* malloc failed, or problem too large */
#define AMD_INVALID -2 /* input arguments are not valid */
#define AMD_OK_BUT_JUMBLED 1 /* input matrix is OK for amd_order, but
* columns were not sorted, and/or duplicate entries were present. AMD had
* to do extra work before ordering the matrix. This is a warning, not an
* error. */
/* ========================================================================== */
/* === AMD version ========================================================== */
/* ========================================================================== */
/* AMD Version 1.2 and later include the following definitions.
* As an example, to test if the version you are using is 1.2 or later:
*
* #ifdef AMD_VERSION
* if (AMD_VERSION >= AMD_VERSION_CODE (1,2)) ...
* #endif
*
* This also works during compile-time:
*
* #if defined(AMD_VERSION) && (AMD_VERSION >= AMD_VERSION_CODE (1,2))
* printf ("This is version 1.2 or later\n") ;
* #else
* printf ("This is an early version\n") ;
* #endif
*
* Versions 1.1 and earlier of AMD do not include a #define'd version number.
*/
#define AMD_DATE "May 31, 2007"
#define AMD_VERSION_CODE(main,sub) ((main) * 1000 + (sub))
#define AMD_MAIN_VERSION 2
#define AMD_SUB_VERSION 2
#define AMD_SUBSUB_VERSION 0
#define AMD_VERSION AMD_VERSION_CODE(AMD_MAIN_VERSION,AMD_SUB_VERSION)
#ifdef __cplusplus
}
#endif
#endif