
Python
 Referenced in 1697 articles
[sw14460]
 programs on both a small and large scale. Python supports multiple programming paradigms, including object ... automatic memory management and has a large and comprehensive standard library. Python interpreters are available...

ARPACK
 Referenced in 806 articles
[sw04218]
 Fortran77 subroutines designed to solve large scale eigenvalue problems. The package is designed to compute ... matrix A. It is most appropriate for large sparse or structured matrices A where structured ... technique that is suitable for large scale problems. For many standard problems, a matrix factorization ... ARPACK software is capable of solving large scale symmetric, nonsymmetric, and generalized eigenproblems from significant...

PETSc
 Referenced in 1228 articles
[sw04012]
 building blocks for the implementation of largescale application codes on parallel (and serial) computers...

LBFGS
 Referenced in 759 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

Ipopt
 Referenced in 686 articles
[sw04808]
 software package for largescale nonlinear optimization. It is designed to find (local) solutions...

SNOPT
 Referenced in 527 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have...

Eigtool
 Referenced in 502 articles
[sw07020]
 builtin eigs routine (ARPACK) for largescale eigenvalue computations...

LANCELOT
 Referenced in 304 articles
[sw00500]
 LANCELOT. A Fortran package for largescale nonlinear optimization (Release A). LANCELOT is a software ... package for solving largescale nonlinear optimization problems. This book provides a coherent overview ... design and implementation of largescale optimization algorithms...

MINOS
 Referenced in 443 articles
[sw05095]
 MINOS is a largescale optimization system, for the solution of sparse linear and nonlinear...

Nuprl
 Referenced in 390 articles
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 improved to meet the demands of largescale applications. Nuprl LPE, the newest release, features...

LBFGSB
 Referenced in 351 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS...

ISOGAT
 Referenced in 298 articles
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 apparent. It is not intended for largescale problems...

HSL
 Referenced in 274 articles
[sw00418]
 stateoftheart packages for largescale scientific computation written and developed...

SPGL1
 Referenced in 182 articles
[sw08365]
 SPGL1: A solver for largescale sparse reconstruction: Probing the Pareto frontier for basis pursuit ... suitable for problems that are large scale and for those that are in the complex ... problems demonstrate that the method scales well to large problems...

SVMlight
 Referenced in 263 articles
[sw04076]
 version includes an algorithm for training largescale transductive SVMs. The algorithm proceeds by solving ... code has been used on a large range of problems, including text classification [Joachims, 1999c...

MapReduce
 Referenced in 252 articles
[sw00546]
 parallel programming model initially developed for largescale web content processing. Data analysis meets ... calculation over extremely large datasets. The arrival of MapReduce provides a chance to utilize commodity...

COBOL
 Referenced in 237 articles
[sw01228]
 deployed on mainframe computers, such as largescale batch and transaction processing jobs...

CONOPT
 Referenced in 165 articles
[sw02791]
 reducedgradient (GRG) algorithm for solving largescale nonlinear programs involving sparse nonlinear constraints ... very competitive with other codes for largescale nonlinear programming from both an efficiency...

CUTE
 Referenced in 222 articles
[sw14681]
 versatile environment for testing small and largescale nonlinear optimization algorithms. Although many of these...

PLCP
 Referenced in 217 articles
[sw04795]
 either SCILAB or matlab for solving large scale linear programming problems. It can be freely...