Optimization Softwares Introduction

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在网址上发现一个介绍优化程序的资源，有兴趣的可以看一下

http://www-new.mcs.anl.gov/otc/Guide/SoftwareGuide/index.html

Optimization Software

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Categories

• linear programming - solvers and analysis aids
• integer programming
• network optimization
• quadratic programming
• unconstrained optimization
• bound-constrained optimization
• constrained optimization (nonlinear programming)
• nonlinear least squares
• nonlinear equations
• global optimization
• miscellaneous optimization problems
• modeling languages and optimization systems
• general numerical software libraries containing optimization routines
• engineering design optimization packages

Much of the information on these products is drawn from a book:

Optimization Software Guide (Jorge J. Moré and Stephen J. Wright, SIAM Publications, 1993).

(Jorge J. Moré and Stephen J. Wright, SIAM Publications, 1993).

This material is reproduced here by kind permission of SIAM.

You can also try our search utility. The search utility will return links to your topic throughout the NEOS guide.

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The Full List...

We have data on the following software packages:

• The AIMMS modeling language.
• The AMPL modeling language.
• ANALYZE linear programming model analysis.
• ASA - adaptive simulated annealing.
• BPMPD - linear programming.
• BQPD - quadratic programming.
• BT - minimization.
• BTN - block truncated Newton.
• CML - constrained maximum likelihood.
• CNM - linear algebra and minimization.
• CO - constrained optimization.
• COMPACT - design optimization.
• CONOPT - nonlinear programming.
• CONSOL-OPTCAD - engineering system design.
• CONTIN - systems of nonlinear equations.
• CPLEX - linear programming.
• C-WHIZ - linear programming models.
• DATAFORM - model management system.
• DFNLP - nonlinear data fitting.
• DOC - Design Optimization Control Program.
• DONLP2 - nonlinear constrained optimization.
• DOT - Design Optimization Tools.
• EASY FIT - parameter estimation in dynamic systems.
• Excel and Quattro Pro Solvers - spreadsheet-based linear, integer and nonlinear programming
• EZMOD - modeling environment for decision support systems
• FortMP - linear and mixed integer quadratic programming.
• FSQP - nonlinear and minmax constrained optimization, with feasible iterates.
• GAMS - modeling language.
• GAUSS - matrix programming language.
• GENESIS - structural optimization software.
• GENOS 1.0 - nonlinear network optimization.
• GINO - nonlinear programming.
• GRG2 - nonlinear programming.
• GOM: Global Optimization for Mathematica.
• HOMPACK - nonlinear equations and polynomials.
• HOPDM - linear programming (interior-point).
• HARWELL Library - linear and nonlinear programming, nonlinear equations, data fitting.
• HS/LP Linear Optimizer - linear programming.
• ILOG - constraint-based programming and nonlinear optimization.
• IMSL - Fortran and C Library.
• KNITRO -nonlinear programming.
• KORBX - linear programming.
• LAMPS - linear and mixed-integer programming.
• LANCELOT - large-scale problems.
• LBFGS - unconstrained minimization.
• LBFGS-B - bound-constrained minimization.
• LGO IDE - continuous and Lipschitz global optimization.
• LINDO - linear, mixed-integer and quadratic programming.
• LINGO - modeling language.
• LIPSOL - linear programming.
• LNOS - linear programming/network flow problems.
• LOQO - Linear programming, unconstrained and constrained nonlinear optimization.
• LP88 and BLP88 - linear programming.
• LSGRG2 - nonlinear programming.
• LSNNO - large scale optimization.
• LSSOL - least squares problems.
• M1QN3 - unconstrained optimization.
• MATLAB - optimization toolbox.
• MAXLIK - maximum likelihood estimation.
• MCS - global optimization.
• MILP88 - mixed integer programming.
• MINOS - linear programming and nonlinear optimization.
• MINTO - mixed integer linear programming.
• MINPACK-1 - nonlinear equations and least squares.
• MIPIII - mixed integer programming.
• MODFIT - parameter estimation in dynamic systems.
• MODLER - linear programming modeling language.
• MODULOPT - unconstrained problems and simple bounds.
• MOSEK - linear programming and convex optimization.
• MPL - modeling system
• MPSIII - mathematical programming system.
• NAG C Library - nonlinear and quadratic programming, minimization
• NAG Fortran Library - nonlinear and quadratic programming, minimization
• NETFLOW - network optimization.
• NITSOL - systems of nonlinear equations.
• NLPE - minimization and least squares problems.
• NLPJOB - Mulicriteria optimization.
• NLPQL - nonlinear programming.
• NLPQLB - nonlinear programming with constraints.
• NLSSOL - constrained nonlinear least squares problems.
• NLPSPR - nonlinear programming.
• NOVA - nonlinear programming.
• NPSOL - nonlinear programming.
• ODRPACK - NLS and ODR problems.
• OML - linear and mixed-integer programming, model management.
• OPL Studio - optimization language and solver environment.
• OPTDES - design optimization tool.
• OPTECH - global optimization.
• OptiA - unconstrained, constrained, quadratic, minimax, nonsmooth, and global optimization
• OPTIMA Library - optimization and sensitivity analysis.
• OPTIMAX - component software for optimization
• OPTMUM - optimization.
• OPTPACK - constrained and unconstrained optimization.
• OptQuest - global optimization
• OSL - linear, quadratic and mixed-integer programming.
• PCOMP - modelling language with automatic differentiation.
• PCx - linear programming with a primal-dual interior-point method.
• PDEFIT - parameter estimation in partial differential equations.
• PETSc - parallel solution of nonlinear equations and unconstrained minimization problems.
• PLAM - algebraic modeling language for mixed integer programming, constraint logic programming, etc.
• PORT 3 - minimization, least squares, etc.
• PROC LP - linear and integer programming.
• PROC NETFLOW - network optimization.
• PROC NLP - various quadratic and nonlinear optimization problems.
• Q01SUBS - quadratic programming for matrices.
• QAPP - quadratic assignment problems.
• QL - quadratic programming.
• QPOPT - linear and quadratic problems.
• RANDMOD - linear programming model randomizer.
• SIMUSOLV - modeling software.
• SPRNLP - sparse and dense nonlinear programming, sparse nonlinear least squares, including the SOCS package for optimal control
• SPEAKEASY - numerical problems and operations research.
• SNOPT - large-scale quadratic and nonlinear programming problems.
• SQOPT - large-scale linear and convex quadratic programming problems.
• SQP - nonlinear programming.
• SYNAPS Pointer - multidisciplinary design optimization software
• SYSFIT - parameter estimation in systems of nonlinear equations.
• TENMIN - unconstrained optimization.
• TENSOLVE - nonlinear equations and least squares.
• TN/TNBC - minimization.
• TNPACK - nonlinear unconstrained minimization.
• TSA88 - network linear programming.
• UNCMIN - unconstrained optimization.
• VE08 - nonlinear optimization.
• VE10 - nonlinear least squares.
• VIG and VIMDA - decision support system.
• What'sBest - linear and mixed integer programming.
• WHIZARD - linear programming, mixed-integer programming.
• XLSOL - Linear, integer and nonlinear programming for AMPL models
• XPRESS-MP from Dash Associates - linear and integer programming.

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[ Optimization Software Guide | OTC Home Page | NEOS Server | NEOS Guide ]

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