src/colamd/README
author Alpar Juttner <alpar@cs.elte.hu>
Sun, 05 Dec 2010 17:35:23 +0100
changeset 2 4c8956a7bdf4
permissions -rw-r--r--
Set up CMAKE build environment
     1 NOTE: Files in this subdirectory are NOT part of the GLPK package, but
     2       are used with GLPK.
     3 
     4       The original code was modified according to GLPK requirements by
     5       Andrew Makhorin <mao@gnu.org>.
     6 ************************************************************************
     7 COLAMD/SYMAMD Version 2.7, Copyright (C) 1998-2007, Timothy A. Davis,
     8 All Rights Reserved.
     9 
    10 Description:
    11 
    12    colamd:  an approximate minimum degree column ordering algorithm,
    13             for LU factorization of symmetric or unsymmetric matrices,
    14             QR factorization, least squares, interior point methods for
    15             linear programming problems, and other related problems.
    16 
    17    symamd:  an approximate minimum degree ordering algorithm for
    18             Cholesky factorization of symmetric matrices.
    19 
    20 Purpose:
    21 
    22    Colamd computes a permutation Q such that the Cholesky factorization
    23    of (AQ)'(AQ) has less fill-in and requires fewer floating point
    24    operations than A'A.  This also provides a good ordering for sparse
    25    partial pivoting methods, P(AQ) = LU, where Q is computed prior to
    26    numerical factorization, and P is computed during numerical
    27    factorization via conventional partial pivoting with row
    28    interchanges.  Colamd is the column ordering method used in SuperLU,
    29    part of the ScaLAPACK library.  It is also available as built-in
    30    function in MATLAB Version 6, available from MathWorks, Inc.
    31    (http://www.mathworks.com).  This routine can be used in place of
    32    colmmd in MATLAB.
    33 
    34    Symamd computes a permutation P of a symmetric matrix A such that
    35    the Cholesky factorization of PAP' has less fill-in and requires
    36    fewer floating point operations than A.  Symamd constructs a matrix
    37    M such that M'M has the same nonzero pattern of A, and then orders
    38    the columns of M using colmmd.  The column ordering of M is then
    39    returned as the row and column ordering P of A.
    40 
    41 Authors:
    42 
    43    The authors of the code itself are Stefan I. Larimore and Timothy A.
    44    Davis (davis at cise.ufl.edu), University of Florida.  The algorithm
    45    was developed in collaboration with John Gilbert, Xerox PARC, and
    46    Esmond Ng, Oak Ridge National Laboratory.
    47 
    48 Acknowledgements:
    49 
    50    This work was supported by the National Science Foundation, under
    51    grants DMS-9504974 and DMS-9803599.
    52 
    53 License:
    54 
    55    This library is free software; you can redistribute it and/or
    56    modify it under the terms of the GNU Lesser General Public License
    57    as published by the Free Software Foundation; either version 2.1 of
    58    the License, or (at your option) any later version.
    59 
    60    This library is distributed in the hope that it will be useful,
    61    but WITHOUT ANY WARRANTY; without even the implied warranty of
    62    MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
    63    Lesser General Public License for more details.
    64 
    65    You should have received a copy of the GNU Lesser General Public
    66    License along with this library; if not, write to the Free Software
    67    Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301
    68    USA.
    69 
    70    Permission is hereby granted to use or copy this program under the
    71    terms of the GNU LGPL, provided that the Copyright, this License,
    72    and the Availability of the original version is retained on all
    73    copies.  User documentation of any code that uses this code or any
    74    modified version of this code must cite the Copyright, this License,
    75    the Availability note, and "Used by permission."  Permission to
    76    modify the code and to distribute modified code is granted, provided
    77    the Copyright, this License, and the Availability note are retained,
    78    and a notice that the code was modified is included.
    79 
    80    COLAMD is also available under alternate licenses, contact T. Davis
    81    for details.
    82 
    83 Availability:
    84 
    85    The colamd/symamd library is available at:
    86 
    87    http://www.cise.ufl.edu/research/sparse/colamd/
    88 
    89 References:
    90 
    91    T. A. Davis, J. R. Gilbert, S. Larimore, E. Ng, An approximate
    92    column minimum degree ordering algorithm, ACM Transactions on
    93    Mathematical Software, vol. 30, no. 3., pp. 353-376, 2004.
    94 
    95    T. A. Davis, J. R. Gilbert, S. Larimore, E. Ng, Algorithm 836:
    96    COLAMD, an approximate column minimum degree ordering algorithm, ACM
    97    Transactions on Mathematical Software, vol. 30, no. 3., pp. 377-380,
    98    2004.