Include code to eliminate fixed bounds in python bindings

[nbelakovski]

pyprima contains code copied over from COBYQA to eliminate fixed bounds and update constraints accordingly. I see no reason we shouldn't have the same code in the python bindings.

[zaikunzhang]

Please compare with the corresponding code in PDFO. Any difference is suspicious and hence needs justification.

Thank you.