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EWC
2010
91views more  EWC 2010»
Multiobjective global surrogate modeling, dealing with the 5-percent problem
12 years 1 months ago
Multiobjective global surrogate modeling, dealing with the 5-percent problem
Download  www.sumo.intec.ugent.be
When dealing with computationally expensive simulation codes or process measurement data, surrogate modeling methods are firmly established as facilitators for design space explor...
Dirk Gorissen, Ivo Couckuyt, Eric Laermans, Tom Dh...
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CEC
2005
IEEE
154views Artificial Intelligence» more  CEC 2005»
A study on polynomial regression and Gaussian process global surrogate model in hierarchical surrogate-assisted evolutionary alg
12 years 9 months ago
A study on polynomial regression and Gaussian process global surrogate model in hierarchical surrogate-assisted evolutionary alg
Download  ntu-cg.ntu.edu.sg
This paper presents a study on Hierarchical Surrogate-Assisted Evolutionary Algorithm (HSAEA) using different global surrogate models for solving computationally expensive optimiza...
Zongzhao Zhou, Yew-Soon Ong, My Hanh Nguyen, Dudy ...
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