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About Tomlab
*Features
*Embedded system
*Performance
*Competitive analysis

TOMLAB Competitive advantage

TOMLAB vs. Optimization Toolbox

TOMLAB Optimization Toolbox
Product Information
Vendor Tomlab Optimization Inc. 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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