
ISOGAT
 Referenced in 310 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 211 articles
[sw04766]
 methods and software for solving largescale problems. Moreover, both fundamental building blocks, namely mixed...

LANCELOT
 Referenced in 306 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...

Ipopt
 Referenced in 740 articles
[sw04808]
 largescale nonlinear optimization. It is designed to find (local) solutions of mathematical optimization problems...

LBFGS
 Referenced in 805 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS ... limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds...

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...

SNOPT
 Referenced in 543 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 84 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...

IR Tools
 Referenced in 49 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...

SPGL1
 Referenced in 196 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 140 articles
[sw05140]
 method) in the solution of largescale unconstrained minimization problems. It is shown...

SimpleMKL
 Referenced in 67 articles
[sw12290]
 since it makes MKL tractable for largescale problems, by iteratively using existing support vector...

IETI
 Referenced in 66 articles
[sw19412]
 powerful approach to designing solvers for largescale problems in computational mechanics. The numerical simulation...

SVMlight
 Referenced in 264 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...

PETSc
 Referenced in 1541 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...

LBFGSB
 Referenced in 413 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS ... limitedmemory algorithm for solving large nonlinear optimization problems subject to simple bounds...

FUN3D
 Referenced in 49 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...

NESTA
 Referenced in 131 articles
[sw06576]
 ideally suited for solving largescale compressed sensing reconstruction problems as (1) it is computationally...

LDGB
 Referenced in 42 articles
[sw07134]
 bundle method for largescale nonsmooth optimization Many practical optimization problems involve nonsmooth (that ... hundreds or thousands of variables. In such problems the direct application of smooth gradientbased ... nonsmooth optimization methods is efficient in largescale settings. In this article we describe ... academic test problems for largescale nonsmooth minimization. Finally, we give some encouraging results from...

Mercury
 Referenced in 69 articles
[sw08333]
 programming systems. Mercury addresses the problems of largescale program development, allowing modularity, separate compilation...