
Ipopt
 Referenced in 740 articles
[sw04808]
 software package for largescale nonlinear optimization. It is designed to find (local) solutions...

MINOS
 Referenced in 458 articles
[sw05095]
 MINOS is a largescale optimization system, for the solution of sparse linear and nonlinear...

LANCELOT
 Referenced in 306 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 ... LANCELOT optimization package. Although the book is primarily concerned with a specific optimization package ... design and implementation of largescale optimization algorithms...

LBFGS
 Referenced in 805 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

SNOPT
 Referenced in 543 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have...

LBFGSB
 Referenced in 413 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS...

CUTE
 Referenced in 226 articles
[sw14681]
 environment for testing small and largescale nonlinear optimization algorithms. Although many of these facilities...

NLopt
 Referenced in 109 articles
[sw11789]
 interface for a number of different free optimization routines available online as well as original ... changing one parameter. Support for largescale optimization (some algorithms scalable to millions of parameters...

LBFGSB
 Referenced in 198 articles
[sw01234]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

CG_DESCENT
 Referenced in 135 articles
[sw04813]
 comparisons with other methods for largescale unconstrained optimization are given...

Pyomo
 Referenced in 65 articles
[sw04910]
 complete and comprehensive guide to Pyomo (Python optimization modeling objects) for beginning and advanced modelers ... software package for formulating and solving largescale optimization problems. The software extends the modeling...

LDGB
 Referenced in 42 articles
[sw07134]
 limited memory bundle method for largescale nonsmooth optimization Many practical optimization problems involve nonsmooth ... current general nonsmooth optimization methods is efficient in largescale settings. In this article ... metric based bundle method for nonsmooth largescale optimization. In addition, we introduce...

SVMlight
 Referenced in 264 articles
[sw04076]
 problem of learning a ranking function. The optimization algorithms used in SVMlight are described ... training largescale transductive SVMs. The algorithm proceeds by solving a sequence of optimization problems ... code has been used on a large range of problems, including text classification [Joachims, 1999c...

UFO
 Referenced in 41 articles
[sw04719]
 universal functional optimization (UFO) system is an interactive modular system for solving ... both dense mediumsize and sparse largescale optimization problems. The UFO system...

ACCPM
 Referenced in 59 articles
[sw06707]
 package for solving large scale convex optimization problems. The code is an implementation...

SPG
 Referenced in 76 articles
[sw00897]
 Algorithm 813: SPG  software for convexconstrained optimization: Fortran 77 software implementing the SPG method ... projected gradient algorithm for solving largescale convexconstrained optimization problems. It combines the classical ... recent numerical tests are reported on very large location problems, indicating that SPG is substantially...

OPTI
 Referenced in 30 articles
[sw15090]
 there are a number of open source optimization solvers that enable one to solve ... discrete, linear and nonlinear, medium and largescale optimization problems, only a few contain useable...

BB
 Referenced in 40 articles
[sw08074]
 package BB: Solving and Optimizing LargeScale Nonlinear Systems. BarzilaiBorwein spectral methods for solving ... nonlinear system of equations, and for optimizing nonlinear objective functions subject to simple constraints...

COPS
 Referenced in 37 articles
[sw08461]
 development of COPS, a largescale Constrained Optimization Problem Set. The primary purpose of this...

SYMPHONY
 Referenced in 36 articles
[sw04718]
 bound technique for solving largescale discrete optimization problems (DOPs). In BCP, both cuts ... undertake the solution of very largescale DOPs; however, it also leads to interesting implementational ... called SYMPHONY (Single or MultiProcess Optimization over Networks), address these challenges. They...