External Sources of Numerical Linear Algebra Information
Here are a few interesting titbits concerning numerical linear algebra:
- Ake Bjorck's
least-squares bibliography
- ILAS
- The International Linear Algebra Society
- University of Florida
sparse
matrix collection
- NAS
graph and matrix visualization collection
- MatView, a
scalable sparse matrix viewer
- The Matrix Market
- Jack Dongarra's list of freely-available
linear
algebra software and
another
- Tim Davis'
CSparse package
- Codes for the direct solution of sparse, symmetric linear systems:
Boeing,
DSCPACK,
HSL,
MUMPS,
Pastix,
PARDISO,
PSPASES,
SPOOLES,
TAUCS,
WSMP,
YSMP
- Codes for the direct solution of sparse, unsymmetric linear systems:
HSL,
MUMPS,
SuperLU,
UMFPACK
- A survey
of iterative solvers by Victor Eijkhout
- 2nd edition of the
LAPACK
Users' Guide
- Nick Higham's Matlab Matrix Computation
Toolbox
- Yousef Saad's parallel Algebraic Recursive Multilevel Solver
(pARMS)
-
Jampack, a package for manipulating matrices in Java
- Linear Algebra
Year at CERFACS
- BLAS Technical Forum
Standard
- BLAS for
LINUX
- tuning BLAS for new machines using
ATLAS
- Matran,
a Fortran 95 matrix wrapper
- ITSOL,
a C package for solving linear systems of equations by iterative methods
- RISOLV,
a robust iterative solver for large scale linear systems
-
Colamd, a set of C subroutines/matlab functions for sparse matrix
column reordering prior to Gaussian elimination
- METIS,
to partition unstructured graphs and meshes, and
compute fill-reducing orderings of sparse matrices
- ParMETIS,
a parallel graph partitioning and sparse matrix ordering library
- AZTEC, a
parallel iterative package for the solving linear systems
-
BPKIT - a block preconditioning toolkit
-
Sparse approximate-inverse preconditioners from Steve Barnard at NASA;
more from
Marcus Grote at ETH; a parallel version,
ParaSails from
Edmond Chow at LLNL
- The
parallel linear algebra package (PLAPACK) Users' Guide
-
LASPack user's manual
-
MATCOM a Matlab to C++ translator and a matrix class library
- Matrix LIB,
a C++ Matrix Class Library
- Jama, a
Java Matrix Package
- Matrix
inequalities in science and engineering
- Hierarchical Matrices