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Stochastic Global Optimisation

Let ƒ be a function given on an d-dimensional compact set  X and belonging to a suitable functional class F of multiextremal continuous functions. We consider the problem of its minimization, that is approximation of a point x' such that ƒ(x')=min ƒ(x), using evaluations of ƒ at specially selected points.