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Optimization
*Linear Programming
*Quadratic Programming
*Unconstrained Optimization
*Constrained Optimization, Nonlinear Programming
*Linear Least Squares
*Constrained Nonlinear Least Squares
*Box-bounded Global Optimization
*Global Optimization, costly functions
*Mixed-Integer Programming
*Mixed-Integer Quadratic Programming
*Mixed-Integer Nonlinear Programming
*Semi-definite Programming

Mixed-Integer Programming

Recommended Downloads:

TOMLAB /CPLEX
TOMLAB /Xpress

Large-scale mixed-integer problems are handled by several packages. The high-end products TOMLAB /CPLEX and TOMLAB /Xpress implements branch- and cut search algorithms, that includes the latest research on cut- and presolve techniques. The packages includes both barrier and simplex based solver options. A lower cost alternative with good properties is TOMLAB /XA. For problems in the order of a thousand unknowns, and less time requirements, there are two solvers implementing branch- and bound algorithms: miqpBB in TOMLAB /MINLP and mipSolve in the TOMLAB Base Module. mipSolve should be combined with MINOS for maximum efficiency.

Solver reference:

TOMLAB /XA
TOMLAB Base Module - mipSolve with TOMLAB /MINOS - MINOS
TOMLAB /MINLP - miqpBB

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