Abstract:In the surrogate approach to simulation‐based optimization, the large‐scale simulation is evoked only to construct and validate a simplified input–output model; this simplified input–output model then serves as a simulation surrogate in subsequent engineering optimization studies. We present here ‘basic’ and Pareto surrogate formulations through an illustrative application from fluid dynamics.
The critical ingredient of both formulations is a non‐parametric statistical validation and error estimation procedure… Show more
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