
Ipopt
 Referenced in 787 articles
[sw04808]
 software package for largescale nonlinear optimization. It is designed to find (local) solutions...

LANCELOT
 Referenced in 310 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...

MINOS
 Referenced in 459 articles
[sw05095]
 MINOS is a largescale optimization system, for the solution of sparse linear and nonlinear...

SNOPT
 Referenced in 556 articles
[sw02300]
 SNOPT: An SQP algorithm for largescale constrained optimization. Sequential quadratic programming (SQP) methods have...

LBFGS
 Referenced in 852 articles
[sw03229]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

LBFGSB
 Referenced in 431 articles
[sw05142]
 BFGSB Fortran subroutines for largescale boundconstrained optimization LBFGS...

CUTE
 Referenced in 232 articles
[sw14681]
 environment for testing small and largescale nonlinear optimization algorithms. Although many of these facilities...

NLopt
 Referenced in 127 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...

CG_DESCENT
 Referenced in 144 articles
[sw04813]
 comparisons with other methods for largescale unconstrained optimization are given...

LBFGSB
 Referenced in 203 articles
[sw01234]
 BFGSB Fortran subroutines for largescale boundconstrained optimization. LBFGS...

Pyomo
 Referenced in 78 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 ... academic test problems for largescale nonsmooth minimization. Finally, we give some encouraging results from...

UFO
 Referenced in 42 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...

SVMlight
 Referenced in 268 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...

BB
 Referenced in 41 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...

OPTI
 Referenced in 35 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...

SPG
 Referenced in 78 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...

SYMPHONY
 Referenced in 38 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...

COPS
 Referenced in 38 articles
[sw08461]
 development of COPS, a largescale Constrained Optimization Problem Set. The primary purpose of this...

WORHP
 Referenced in 20 articles
[sw10824]
 WORHP) is a solver for largescale, sparse, nonlinear optimization problems with millions of variables ... driven design and development philosophy. Two largescale optimization problems from space applications that demonstrate...