Linear Programming Survey
Table 8
| Product | Formulations Supported | ||||
| Variable Types | Contraint and Objective Types | ||||
| Continuous | Integer, Binary | Other variable types | Piecewise-linear | Quadratic positive-semidefinite | |
| AIMMS | y | y | SOS1, SOS2, Semi-continuous, Stochastic, Adjustable Robust, Activity, Element | y | |
| AMPL | y | y | y | y | |
| AMPL API | y | y | y | y | |
| AMPLDev | y | y | y | y | |
| Analytic Solver | y | y | Recourse decisions | y | y |
| Analytica Optimizer | y | y | Grouped integer | y | y |
| AnalyticSolver.com | y | y | Recourse decisions | y | y |
| Artelys Knitro | y | y | y | y | |
| Bonmin | y | y | SOS | y | |
| Bonmin | y | y | |||
| Cbc (COIN-OR Branch and Cut) | y | y | |||
| Clp (COIN-OR LP Solver) | y | ||||
| CMPL (<Coliop|Coin> Mathematical Programming Language) | y | y | y | ||
| CoinMP Open-Source Solver | y | y | Semi-Continuous, SOS | ||
| Couenne | y | y | |||
| Dip (Decomposition in Inteeger Programming) | y | y | |||
| Dippy | y | y | |||
| FICO® Xpress Optimization Suite | y | y | Uncertain | y | y |
| FortSP | y | y | |||
| GAMS | y | y | y | y | |
| GCG | y | y | |||
| GENO 2.0 | y | y | Real discrete variables | y | y |
| GIPALS32 | y | ||||
| GLPK (GNU Linear Programming Kit) | y | y | |||
| hsol | y | ||||
| IBM Decision Optimization on Cloud | y | y | semi-continuous, semi-integer, interval, cumul | y | y |
| IBM ILOG CPLEX Optimization Studio | y | y | semi-continuous, semi-integer, interval, cumul | y | y |
| IBM Decision Optimization Center | y | y | semi-continuous, semi-integer, interval, cumul | y | y |
| Ipopt | y | y | |||
| JuMP | y | y | y | ||
| LINDO API | y | y | semi-continuous, Stochastic | y | y |
| LINGO | y | y | semi-continuous, Stochastic | y | y |
| LocalSolver | y | y | list | y | y |
| LOQO | y | ||||
| LPL Modeling System | y | y | y | y | |
| MATLAB and Optimization Toolbox | y | y | y | ||
| MibS (Mixed Integer Bilevel Solver) | y | y | |||
| MOSEK Optimization Suite | y | y | y | ||
| MPL Modeling System | y | y | Semi-Continuous, SOS, Stochastic | y | |
| OMP Plus | y | y | Semi-Continuous, Partial-Integer | ||
| OpenSolver | y | y | |||
| OpenSolver for Google Sheets | y | y | |||
| OptiMax Component Library | y | y | Semi-Continuous, SOS, Stochastic | y | |
| ParaSCIP, FiberSCIP | y | y | y | y | |
| Pulp | y | y | |||
| Pyomo | y | y | y | ||
| RASON: Restful Analytic Solver Object Notation | y | y | Recourse decisions | y | y |
| SAS Optimization 8.1 | y | y | y | ||
| SAS/OR 14.2 | y | y | y | ||
| SCIP | y | y | y | y | |
| Solver for Excel Online and Google Sheets | y | y | y | ||
| Solver SDK | y | y | Recourse decisions | y | y |
| SolverStudio | y | y | y | y | |
| SoPlex | y | ||||
| SYMPHONY | y | y | |||
| The Gurobi Optimizer | y | y | Semi-continuous, semi-integer | y | y |
| UG: FiberSCIP and ParaSCIP | y | y | y | ||
| Vanguard System | y | y | Stochastic | y | y |
| What'sBest! | y | y | semi-continuous, Stochastic | y | y |
| XA Professional Linear Programming System | y | y | Semi-continuous | y | |
| ZIMPL | y | y | |||
Linear Programming Software Survey Pages:
Introduction | Page 1 | Page 2 | Page 3 | Page 4 | Page 5 | Page 6| Page 7 | Page 8| Page 9 | Page 10 | Page 11 | Page 12 | Page 13 | Vendor List | Accompanying Article