
GAMS
 Referenced in 770 articles
[sw04978]
 system is especially useful with large, complex problems. GAMS is available for use on personal ... user to concentrate on the modeling problem by making the setup simple. The system takes ... especially useful for handling large, complex, oneofakind problems which may require many...

ARPACK
 Referenced in 719 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 ... needed. ARPACK software is capable of solving large scale symmetric, nonsymmetric, and generalized eigenproblems from...

LBFGS
 Referenced in 619 articles
[sw03229]
 limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds ... difficult to obtain, or for large dense problems. LBFGSB can also be used...

LBFGSB
 Referenced in 233 articles
[sw05142]
 limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds ... difficult to obtain, or for large dense problems. LBFGSB can also be used...

PVM
 Referenced in 293 articles
[sw04273]
 single large parallel computer. Thus large computational problems can be solved more cost effectively...

SPGL1
 Referenced in 123 articles
[sw08365]
 SPGL1: A solver for largescale sparse reconstruction: Probing the Pareto frontier for basis pursuit ... solutions. The basis pursuit problem seeks a minimum onenorm solution of an underdetermined least ... algorithm is suitable for problems that are large scale and for those that ... that the method scales well to large problems...

KNITRO
 Referenced in 145 articles
[sw00490]
 essential feature. KNITRO is designed for large problems with dimensions running into the hundred thousands...

SVMlight
 Referenced in 240 articles
[sw04076]
 objects as accurately as possible. Such ranking problems naturally occur in applications like search engines ... largescale transductive SVMs. The algorithm proceeds by solving a sequence of optimization problems lower ... been used on a large range of problems, including text classification [Joachims, 1999c][Joachims, 1998a...

Miranda
 Referenced in 144 articles
[sw04986]
 system more suitable for tackling large problems Miranda adds to this foundation (i) a polymorphic...

LBFGSB
 Referenced in 133 articles
[sw01234]
 limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds ... difficult to obtain, or for large dense problems. LBFGSB can also be used...

ISOGAT
 Referenced in 185 articles
[sw00457]
 MATLAB code for solving elliptic diffusiontype problems, including Poisson’s equation on single patch ... apparent. It is not intended for largescale problems...

GAUSS
 Referenced in 110 articles
[sw00322]
 complicated analysis or to work on large problems. Whatever mathematical tool or language...

LANCELOT
 Referenced in 262 articles
[sw00500]
 software package for solving largescale nonlinear optimization problems. This book provides a coherent overview ... proposal for a standard input for problems and the LANCELOT optimization package. Although the book ... implications for the design and implementation of largescale optimization algorithms...

ALBERTA
 Referenced in 156 articles
[sw01061]
 become the bottleneck while solving large scale problems. So we develop a parallel adaptive...

Bonmin
 Referenced in 149 articles
[sw04766]
 methods and software for solving largescale problems. Moreover, both fundamental building blocks, namely mixed...

LIPSOL
 Referenced in 76 articles
[sw04712]
 LIPSOL is designed to solve relatively large problems. It utilizes Matlab’s sparsematrix data ... existing, efficient Fortran codes for solving large, sparse, symmetric positive deﬁnite linear systems. Specifically, LIPSOL ... adequate speed for solving moderately largescale problems even in the presence of overhead induced...

CGS
 Referenced in 289 articles
[sw08225]
 systems, at least for problems that are not too large, and when high accuracy...

TRON
 Referenced in 100 articles
[sw04714]
 method for the solution of large boundconstrained optimization problems. TRON uses a gradient projection ... minor iterates, even for problems with a large number of variables. As a result TRON ... remarkably efficient at solving large boundconstrained optimization problems...

LYAPACK
 Referenced in 50 articles
[sw12624]
 efficient numerical methods for control problems related to large sparse or structured dynamical systems before ... approaches for several types of large control problems have been proposed, but, at present ... that there is little software for large control problems available. In this situation, the author ... particular approach to a class of large problems in control theory. An efficient ADIbased...

NPSOL
 Referenced in 121 articles
[sw07420]
 derivatives. NPSOL is not intended for large sparse problems, but there is no fixed limit...