Simultaneous Local Adaptation for Different Local Properties View Full Text


Ontology type: schema:Chapter     


Chapter Info

DATE

2019-12-05

AUTHORS

Ryota Kobayashi , Ryo Takano , Hiroyuki Sato , Keiki Takadama

ABSTRACT

This paper proposes a method of adaptation for a problem holds local optima with different properties around them. We employed neighborhood based method into Adaptive DE:JADE with a mechanism of local adaptation simultaneously at different local optima. Experimental results revealed (i) local search is effective to multiple properties problem around different local optima, (ii) a mechanism of LJADE ables to locate and explore local optima adaptively, (iii) LJADE perform slower but more stabled exploration than JADE. More... »

PAGES

216-227

Book

TITLE

Proceedings of the 23rd Asia Pacific Symposium on Intelligent and Evolutionary Systems

ISBN

978-3-030-37441-9
978-3-030-37442-6

Identifiers

URI

http://scigraph.springernature.com/pub.10.1007/978-3-030-37442-6_20

DOI

http://dx.doi.org/10.1007/978-3-030-37442-6_20

DIMENSIONS

https://app.dimensions.ai/details/publication/pub.1123124828


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