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Optimization Under Unknown Constraints*

Optimization Under Unknown Constraints*

Abstract Optimization of complex functions, such as the output of computer simulators, is a difficult task that has received much attention in the literature. A less studied problem is that of optimization under unknown constraints, i.e., when the simulator must be invoked both to determine the typical real‐valued response and …