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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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