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TOMLAB vs. Optimization Toolbox
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TOMLAB |
Optimization Toolbox |
| Product Information |
| Vendor |
Tomlab Software |
MathWorks, Inc. |
| Optimization Fields |
| Linear Programming |
yes |
yes |
| Quadratic Programming |
yes |
yes |
| Linear least squares |
yes |
yes |
| Unconstrained nonlinear minimization |
yes |
yes |
| Constrained nonlinear minimization |
yes |
yes |
| Nonlinear least squares with simple bounds |
yes, six methods |
Two methods, no fixed vars |
| Constrained nonlinear least squares |
yes, six methods |
no |
| Numerical differentiation |
6 methods, auto step calc |
1 method only |
| Solving a nonlinear equation of systems |
yes |
yes |
| Support for large problems |
yes |
partly |
| Code generation for derivatives |
yes |
no |
| Presolve analysis |
yes |
no |
| Mixed-integer programming |
yes |
no |
| Mixed-integer quadratic programming |
yes |
no |
| Mixed-integer nonlinear programming |
yes |
no |
| Explicit quadratic constraints |
yes |
no |
| Exponential Model Fitting |
yes |
no |
| Separable Nonlinear Least Squares |
yes |
no |
| Box-bounded global optimization |
yes |
no |
| Costly global optimization |
yes |
no |
| Integer and nonlinearly constrained global optimization |
yes |
no |
| Mixed complementarity problems |
yes |
no |
| Network programming |
yes |
no |
| Automatic differentiation |
yes, with MAD |
no |
| High performance MEX implementation |
yes |
partly |
| Execution Speed |
fast |
fair |
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