
ISOGAT
 Referenced in 270 articles
[sw00457]
 MATLAB code for solving elliptic diffusiontype problems, including Poisson’s equation on single patch ... apparent. It is not intended for largescale problems...

Bonmin
 Referenced in 182 articles
[sw04766]
 methods and software for solving largescale problems. Moreover, both fundamental building blocks, namely mixed...

LANCELOT
 Referenced in 293 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 ... design and implementation of largescale optimization algorithms...

SVMTorch
 Referenced in 67 articles
[sw12121]
 SVMTorch: Support vector machines for largescale regression problems. Support Vector Machines (SVMs) for regression ... Light proposed by T. Joachims [“Making largescale support vector machine learning practical ... efficiently solve largescale regression problems (more than 20000 examples). Comparisons with Nodelib, another publicly ... available SVM algorithm for largescale regression problems from G. Flake and S. Lawrence [Mach...

LBFGS
 Referenced in 702 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS ... limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds...

Ipopt
 Referenced in 601 articles
[sw04808]
 largescale nonlinear optimization. It is designed to find (local) solutions of mathematical optimization problems...

SNOPT
 Referenced in 495 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have ... proved highly effective for solving constrained optimization problems with smooth nonlinear functions in the objective...

LIPSOL
 Referenced in 80 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...

SPGL1
 Referenced in 155 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...

tn
 Referenced in 126 articles
[sw05140]
 method) in the solution of largescale unconstrained minimization problems. It is shown...

SimpleMKL
 Referenced in 58 articles
[sw12290]
 since it makes MKL tractable for largescale problems, by iteratively using existing support vector...

SVMlight
 Referenced in 259 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...

IETI
 Referenced in 55 articles
[sw19412]
 powerful approach to designing solvers for largescale problems in computational mechanics. The numerical simulation...

NESTA
 Referenced in 116 articles
[sw06576]
 ideally suited for solving largescale compressed sensing reconstruction problems as (1) it is computationally...

CirCut
 Referenced in 42 articles
[sw04782]
 approximation can be excessively high for largescale problems due to the need for solving...

Mercury
 Referenced in 65 articles
[sw08333]
 programming systems. Mercury addresses the problems of largescale program development, allowing modularity, separate compilation...

PETSc
 Referenced in 1114 articles
[sw04012]
 building blocks for the implementation of largescale application codes on parallel (and serial) computers ... that is most appropriate for a particular problem. By using techniques of objectoriented programming...

FUN3D
 Referenced in 39 articles
[sw13801]
 applied to a number of complex largescale problems by groups at NASA Langley, industry ... also been used for military applications, largescale computer science research at national labs...

IR Tools
 Referenced in 23 articles
[sw26721]
 Iterative Regularization Methods and LargeScale Test Problems. This paper describes a new MATLAB software ... iterative regularization methods and test problems for largescale linear inverse problems. The software package ... provide a set of largescale test problems in the form of discretizations ... parameters. The test problems represent realistic largescale problems found in image reconstruction and several...

LBFGSB
 Referenced in 293 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS ... limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds...