Adaptive Pareto Set Estimation for Stochastic Mixed Variable Design Problems
Christopher D. Arendt
Broschiertes Buch

Adaptive Pareto Set Estimation for Stochastic Mixed Variable Design Problems

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Many design problems require the optimization of competing objective functions that may be too complicated to solve analytically. These problems are often modeled in a simulation environment where static input may result in dynamic (stochastic) responses to the various objective functions. System reliability, alloy composition, algorithm parameter selection, and structural design optimization are classes of problems that often exhibit such complex and stochastic properties. Since the physical testing and experimentation of new designs can be prohibitively expensive, engineers need adequate pre...