• Ipopt

• Referenced in 648 articles [sw04808]
• software package for large-scale ​nonlinear optimization. It is designed to find (local) solutions...

• LANCELOT

• Referenced in 302 articles [sw00500]
• LANCELOT. A Fortran package for large-scale nonlinear optimization (Release A). LANCELOT is a software ... package for solving large-scale 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 large-scale optimization algorithms...

• MINOS

• Referenced in 442 articles [sw05095]
• MINOS is a large-scale optimization system, for the solution of sparse linear and nonlinear...

• SNOPT

• Referenced in 523 articles [sw02300]
• SNOPT: An SQP algorithm for large-scale constrained optimization. Sequential quadratic programming (SQP) methods have...

• L-BFGS

• Referenced in 737 articles [sw03229]
• BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS...

• LBFGS-B

• Referenced in 342 articles [sw05142]
• BFGS-B Fortran subroutines for large-scale bound-constrained optimization L-BFGS...

• CUTE

• Referenced in 221 articles [sw14681]
• environment for testing small- and large-scale nonlinear optimization algorithms. Although many of these facilities...

• NLopt

• Referenced in 92 articles [sw11789]
• interface for a number of different free optimization routines available online as well as original ... changing one parameter. Support for large-scale optimization (some algorithms scalable to millions of parameters...

• L-BFGS-B

• Referenced in 177 articles [sw01234]
• BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS...

• CG_DESCENT

• Referenced in 122 articles [sw04813]
• comparisons with other methods for large-scale unconstrained optimization are given...

• LDGB

• Referenced in 37 articles [sw07134]
• limited memory bundle method for large-scale nonsmooth optimization Many practical optimization problems involve nonsmooth ... current general nonsmooth optimization methods is efficient in large-scale settings. In this article ... metric based bundle method for nonsmooth large-scale optimization. In addition, we introduce...

• SVMlight

• Referenced in 261 articles [sw04076]
• problem of learning a ranking function. The optimization algorithms used in SVMlight are described ... training large-scale 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...

• Pyomo

• Referenced in 46 articles [sw04910]
• complete and comprehensive guide to Pyomo (Python optimization modeling objects) for beginning and advanced modelers ... software package for formulating and solving large-scale optimization problems. The software extends the modeling...

• ACCPM

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

• UFO

• Referenced in 37 articles [sw04719]
• universal functional optimization (UFO) system is an interactive modular system for solving ... both dense medium-size and sparse large-scale optimization problems. The UFO system...

• SPG

• Referenced in 74 articles [sw00897]
• Algorithm 813: SPG -- software for convex-constrained optimization: Fortran 77 software implementing the SPG method ... projected gradient algorithm for solving large-scale convex-constrained 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 large-scale optimization problems, only a few contain useable...

• COPS

• Referenced in 36 articles [sw08461]
• development of COPS, a large-scale Constrained Optimization Problem Set. The primary purpose of this...

• SYMPHONY

• Referenced in 35 articles [sw04718]
• bound technique for solving large-scale discrete optimization problems (DOPs). In BCP, both cuts ... undertake the solution of very large-scale DOPs; however, it also leads to interesting implementational ... called SYMPHONY (Single- or Multi-Process Optimization over Networks), address these challenges. They...

• BB

• Referenced in 34 articles [sw08074]
• package BB: Solving and Optimizing Large-Scale Nonlinear Systems. Barzilai-Borwein spectral methods for solving ... nonlinear system of equations, and for optimizing nonlinear objective functions subject to simple constraints...