[Numpy-discussion] difficult optimization problem

Hi I'm trying to solve an optimization problem where the search domain is limited. Suppose I want to minimize the function f(x,y) but f(x,y) is only valid over a subset (unknown without calling f) of (x,y)? I tried looking at OpenOpt but ... kind of unusable without some documentation. Thanks Mathew