|
Product
|
Formulations Supported (continued)
|
| Constraint and Objective Types |
| Convex Quadratic Objective |
2nd-order Cone |
General Convex |
General Nonlinear |
Other |
| AIMMS, the modeling system |
y |
|
y |
y |
Indicator contraints, lazy constraints |
| AMPL |
y |
|
y |
y |
complementarity, logical |
| BendX Stochastic Solver |
|
|
|
|
|
| C-WHIZ |
|
|
|
|
|
| CBC |
|
|
|
|
|
| CLP |
|
|
|
|
|
| CoinMP |
|
|
|
|
|
| DATAFORM |
|
|
|
|
|
| FICO Xpress |
y |
|
y |
y |
Indicator, Logical |
| flopc++ |
|
|
|
|
|
| Frontier Analyst |
|
|
|
|
Supports a variety of data envelopment analysis models |
| GAMS |
y |
y |
y |
y |
mixed integer nonlinear, mixed complementarity |
| GENO |
y |
y |
y |
y |
Procedural and logical constraints and/or objectives |
| GIPALS - Linear Programming Environment |
|
|
|
|
|
| GIPALS32 - Linear Programming Library |
|
|
|
|
|
| GLPK (GNU Linear Programming Kit) |
|
|
|
|
|
| GUROBI |
|
|
|
|
|
| IBM ILOG CPLEX |
y |
y |
|
|
indicator constraints |
| IBM ILOG OPL Development Studio |
y |
y |
|
|
Logical constraints (e.g. AND, OR, IF-THEN), , cumul function, step function |
| KNITRO Solver 6.0 |
y |
y |
y |
y |
Mixed-Integer Programming (MIPs), in particular convex mixed integer nonlinear problems (MINLP); Nonlinear Regression; Complementarity Constraints (MPCCs or MPECs) |
| Lamps |
y |
|
|
|
|
| LINDO API |
y |
y |
y |
y |
Nonsmooth, nonconvex functions via Global solver |
| LINGO |
y |
|
y |
y |
Nonsmooth, nonconvex functions via Global solver |
| LOQO |
y |
y |
y |
y |
|
| MPL Modeling System |
y |
|
y |
y |
|
| MPL Modeling System |
y |
|
y |
y |
Global |
| OML (Optimization and Modeling Library) |
|
|
|
|
|
| OMP Plus |
y |
|
|
|
|
| OptiMax Component Library |
y |
|
y |
y |
Global |
| Optware Enterprise |
|
|
|
|
|
| Premium Solver Platform |
y |
y |
y |
y |
Non-smooth and arbitrary objectives and constraints |
| Quantitative Methods Software (QMS) |
|
|
|
|
|
| Risk Solver Platform |
y |
y |
y |
y |
Chance constraints, non-smooth and arbitrary objectives and constraints |
| SAS |
y |
|
y |
y |
|
| Solver Platform SDK |
y |
y |
y |
y |
Non-smooth and arbitrary objectives and constraints |
| SOPT (Smart Optimizer) 4.2 |
y |
y |
y |
y |
|
| SYMPHONY |
|
|
|
|
|
| TOMLAB |
y |
y |
|
|
|
| Vanguard Business Analytics Suite |
y |
y |
|
|
No restrictions in Stochastic Optimizer mode |
| Vanguard System for Web-based Optimization |
y |
y |
y |
y |
No restrictions in Stochastic Optimizer mode |
| What'sBest |
y |
|
y |
y |
Nonsmooth, nonconvex functions via Global solver, Lookup functions |
| XA |
y |
|
|
|
|
| YALMIP |
y |
y |
y |
y |
Semidefinite constraints |