Problem Formulations for Simulation-Based Design Optimization Using Statistical Surrogates and Direct Search
Published • Aug 17, 2014
Authors:,,
Bastien Talgorn
Sébastien Le Digabel
Michael Kokkolaras
Abstract
Typical challenges of simulation-based design optimization include unavailable gradients and unreliable approximations thereof, expensive function evaluations, numerical noise, multiple local optima and the failure of the analysis to return a value to the optimizer. The remedy for all these issues i...
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