Visual aid for better control parameter configuration of differential evolution

Červenka, Miroslav; Boudná, Hana

dc.title	Visual aid for better control parameter configuration of differential evolution	en
dc.contributor.author	Červenka, Miroslav
dc.contributor.author	Boudná, Hana
dc.relation.ispartof	PACIIA 2009 - 2009 2nd Asia-Pacific Conference on Computational Intelligence and Industrial Applications
dc.identifier.isbn	978-1-4244-4607-0
dc.date.issued	2009
utb.relation.volume	1
dc.citation.spage	439
dc.citation.epage	442
dc.event.title	2009 2nd Asia-Pacific Conference on Computational Intelligence and Industrial Applications, PACIIA 2009
dc.event.location	Wuhan
utb.event.state-en	China
utb.event.state-cs	Čína
dc.event.sdate	2009-11-28
dc.event.edate	2009-11-29
dc.type	conferenceObject
dc.language.iso	en
dc.identifier.doi	10.1109/PACIIA.2009.5406393
dc.relation.uri	http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5406393&tag=1
dc.subject	Differential evolution	en
dc.subject	Evolutionary algorithms	en
dc.subject	Optimisation	en
dc.subject	Parameter tuning	en
dc.subject	Parameter visualisation	en
dc.description.abstract	This paper considers the relationship between Differential Evolution's configuration parameters F, CR and the actual solution quality the optimisation process can yield. We present a set of visual maps displaying this dependency for six standard test functions and ten variants of Differential Evolution. ©2009 IEEE.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1004910
utb.identifier.scopus	2-s2.0-77749277691
utb.source	d-scopus
dc.date.accessioned	2015-06-04T12:55:57Z
dc.date.available	2015-06-04T12:55:57Z
utb.contributor.internalauthor	Červenka, Miroslav
utb.contributor.internalauthor	Boudná, Hana