Sequential design strategies for mean response surface metamodeling via stochastic kriging with adaptive exploration and exploitation

Stochastic kriging (SK) methodology has been known as an effective metamodeling tool for approximating a mean response surface implied by a stochastic simulation. In this paper we provide some theoretical results on the predictive performance of SK, in light of which novel integrated mean squared er...

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Bibliographic Details
Main Authors: Chen, Xi, Zhou, Qiang
Other Authors: Univ Arizona, Dept Syst & Ind Engn
Language:en
Published: ELSEVIER SCIENCE BV 2017
Subjects:
Online Access:http://hdl.handle.net/10150/626021
http://arizona.openrepository.com/arizona/handle/10150/626021