hi all,
I've done support of discrete variables for interalg (http://
openopt.org/interalg) - free (license: BSD) global optimization solver
with specifiable accuracy, you can take a look at an example here:
http://trac.openopt.org/openopt/browser/PythonPackages/FuncDesigner/FuncDesigner/examples/exactGlobalMINLP.py

It is written in Python + NumPy, and I hope it's speed will be
essentially increased when PyPy (Python with dynamic compilation)
support for NumPy will be done (some parts of code are not vectorized
and still use CPython cycles). Also, NumPy funcs like vstack() or
append() produce only copy of data, and it also slows the solver very
much (for mature problems).

Maybe some bugs still present somewhere - interalg code already became
very long, but since it already works, you could be interested in
trying to use it right now.

Regards, D.

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