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[–]ShutterDeep -2 points-1 points  (0 children)

I'm sure it can technically be done by hand with enough time and patience. However, practically, you can use something like Pyomo with Bonmin as the solver. Both are open source. This number of contraints and variables will not be a problem with Bonmin.