Optimization Software Guide

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

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

This material is reproduced here by kind permission of SIAM.

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Optimization Software

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The Full List...

We have data on the following software packages:

  • AIMMS modeling language.
  • AMPL modeling language.
  • ANALYZE linear programming model analysis.
  • APMonitor modeling language.
  • 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.
  • PROPT - optimal control software for MATLAB users.
  • 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.
  • TOMLAB - Matlab Optimization.
  • 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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