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Ipopt
- Referenced in 740 articles
[sw04808]
- software package for large-scale nonlinear optimization. It is designed to find (local) solutions...
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MINOS
- Referenced in 458 articles
[sw05095]
- MINOS is a large-scale optimization system, for the solution of sparse linear and nonlinear...
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LANCELOT
- Referenced in 306 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...
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L-BFGS
- Referenced in 806 articles
[sw03229]
- BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS...
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SNOPT
- Referenced in 551 articles
[sw02300]
- SNOPT: An SQP algorithm for large-scale constrained optimization. Sequential quadratic programming (SQP) methods have...
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LBFGS-B
- Referenced in 414 articles
[sw05142]
- BFGS-B Fortran subroutines for large-scale bound-constrained optimization L-BFGS...
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CUTE
- Referenced in 232 articles
[sw14681]
- environment for testing small- and large-scale nonlinear optimization algorithms. Although many of these facilities...
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NLopt
- Referenced in 119 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...
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L-BFGS-B
- Referenced in 200 articles
[sw01234]
- BFGS-B Fortran subroutines for large-scale bound-constrained optimization. L-BFGS...
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CG_DESCENT
- Referenced in 138 articles
[sw04813]
- comparisons with other methods for large-scale unconstrained optimization are given...
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Pyomo
- Referenced in 70 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...
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LDGB
- Referenced in 42 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...
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SVMlight
- Referenced in 264 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...
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UFO
- Referenced in 41 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...
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ACCPM
- Referenced in 59 articles
[sw06707]
- package for solving large scale convex optimization problems. The code is an implementation...
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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 large-scale optimization problems, only a few contain useable...
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SPG
- Referenced in 76 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...
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BB
- Referenced in 40 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...
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COPS
- Referenced in 37 articles
[sw08461]
- development of COPS, a large-scale Constrained Optimization Problem Set. The primary purpose of this...
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SYMPHONY
- Referenced in 36 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...