Evolution by adapting surrogates

To deal with complex optimization problems plagued with computationally expensive fitness functions, the use of surrogates to replace the original functions within the evolutionary framework is becoming a common practice. However, the appropriate datacentric approximation methodology to use for the...

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Bibliographic Details
Main Authors: Ong, Yew Soon, Le, Minh Nghia, Menzel, Stefan, Jin, Yaochu, Sendhoff, Bernhard
Other Authors: School of Computer Engineering
Format: Journal Article
Language:English
Published: 2014
Subjects:
Online Access:https://hdl.handle.net/10356/98489
http://hdl.handle.net/10220/18584

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