Regression and Kriging metamodels with their experimental designs in simulation: A review.
European Journal of Operational Research(2017)
摘要
•We survey regression and Kriging models and their experimental designs in simulation.•We focus on specific properties and challenges of simulation experiments.•Optimization including robust optimization, may use low-order polynomials or Kriging.•Sequential bifurcation provides efficient and effective factor screening.
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关键词
Robustness and sensitivity,Metamodel,Design,Regression,Kriging
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