OR/MS Today, June 2011
Linear Programming Survey
Table 10
|
Product |
Formulations Supported (continued) |
||||
| Constraint and Objective Types | |||||
| Convex Quadratic Objective | 2nd-order Cone | General Convex | General Nonlinear | Other constraints and objectives | |
| AIMMS | y | y | y | y | Indicator, Lay, Cut, Complementarity, Logical, Mixed Integer Nonlinear |
| AMPL | y | y | y | complemenarity, logical | |
| C-WHIZ | |||||
| CBC | |||||
| CLP | |||||
| CoinMP Open-Source Solver | |||||
| Coopr | y | y | y | Generalized Disjunctive Programs | |
| DATAFORM | |||||
| FICO Xpress Optimization Suite | y | y | y | ||
| Frontier Analyst 4 | |||||
| GAMS | y | y | y | y | |
| GENO | y | y | y | ||
| GIPALS - Linear Programming Environment | |||||
| Gipals32 - Linear Programming Library | |||||
| GLPK (GNU Linear Programming Kit) | |||||
| Gurobi Optimizer 4.5 | y | Second Order Cone in Version 5.0 | |||
| IBM ILOG CPLEX Optimization Studio | y | y | Math. programming: Convex general quadratic constraints, Non-convex quadratic objective, Indicator co | ||
| KNITRO | y | y | y | ||
| LINDO API | y | y | y | y | Can explicitly identify convex constraints, Geometric Programs |
| LINGO | y | y | y | y | Can explicitly identify convex constraints, Geometric Programs |
| LOQO | y | y | y | y | |
| Mathematical Modeling System | y | y | y | ||
| Microsoft Solver Foundation | y | y | y | ||
| MOSEK | y | y | y | ||
| MPL Modeling System | y | y | y | y | Global |
| OML (Optimization and Modeling Library) | |||||
| OMP Plus | y | Partial Integer | |||
| OptiMax Component Library | y | y | y | y | Global |
| OptimJ | y | y | y | y | any type supported by the solver |
| Oracle Crystal Ball Suite | y | y | y | y | |
| PICO | |||||
| Premium Solver Platform | y | y | y | y | non-smooth and arbitrary objectives and constraints |
| Premium Solver Pro | y | y | y | Non-smooth and arbitrary objectives and constraints | |
| QMS | |||||
| Risk Solver Platform | y | y | y | y | chance constraints, non-smooth and arbitrary objectives and constraints |
| SAS | y | y | y | y | |
| SCIP | y | y | Nonconvex quadratic constraints and objective, cumulative constraints, indicator constraints, logic constraints | ||
| Solver SDK Platform | y | y | y | y | chance constraints, non-smooth and arbitrary objectives and constraints |
| Solver SDK Pro | y | y | y | non-smooth and arbitrary objectives and constraints | |
| SoPlex | |||||
| SOPT (Smart Optimizer) 4.2 | y | y | y | y | |
| Vanguard Global Optimizer | y | y | y | y | Stochastic |
| What'sBest! | y | y | y | y | Can explicitly identify convex constraints, Geometric Programs |
| XA | y | ||||
| YALMIP | y | y | y | y | Semidefinite constraints |
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