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There are several MINLP solvers available, both free codes from
research institutions and commercial codes from various vendors. The
solvers differ in the methods they use, in whether they find globally
optimal solution with proven optimality, and in the size of models
they can handle, and in the format of models they accept.
A recent survey of MINLP solver software has been given in this paper.