Packages

Workshop  |   Resources Packages   |   Mirrors & Linux   |   数学符号A   |   数学符号B


Gerneral Purpose

Sparse Linear Systems
  • Templates for the Solution of Linear Systems: Building Blocks for Iterative Methods
  • HSL_MI20 Unsymmetric system: algebraic multigrid preconditioner
  • libflame -- High-performance object-based library for Dense Linear Algebra computations
  • Lis -- Library of Iterative Solvers for Linear Systems
  • MUMPS -- a parallel sparse direct solver
  • PARALUTION -- sparse iterative solvers and preconditioners on multi-core CPU and GPU
  • PARDISO -- solving large sparse linear systems of equations
  • SPARSKIT -- A basic tool-kit for sparse matrix computations by Y. Saad
  • SuiteSparse -- a suite of sparse matrix software (including UMFPACK, CHOLMOD)
  • SuperLU -- direct solution of large, sparse, nonsymmetric systems of linear equations

Eigenvalues

Optimization
  • CUTEst -- a Constrained and Unconstrained Testing Environment on steroids
  • PSwarm -- a global optimization solver for bound and linear constrained problems

Others
  • FreeFem++ -- a partial differential equation solver
  • FFTW -- C subroutine library for computing DFT in one or more dimensions
  • Nick Higham's Matlab Matrix Computation Toolbox

Testing Matrix