On the performance of (1,l)-Evolution Strategies at the ridge function class

Full metadata record

DC Field	Value	Language
dc.contributor.author	Beyer, Hans-Georg	de
dc.date.accessioned	2004-12-07T08:20:15Z	-
dc.date.available	2004-12-07T08:20:15Z	-
dc.date.created	2000	de
dc.date.issued	2001-10-16	de
dc.identifier.uri	http://hdl.handle.net/2003/5383	-
dc.identifier.uri	http://dx.doi.org/10.17877/DE290R-5643	-
dc.description.abstract	This paper presents the N-dependent analysis of the (1, l) Evolution Strategy (ES) with isotropic mutations at the ridge functions including the special cases sharp and parabolic ridge. The new approach presented allows for the prediction of the dynamics in ridge direction as well as in radial direction. The central quantities are the corresponding progress rates which are determined in terms of analytical expressions. Its predictive quality is evaluated by ES simulations and the steady state behavior is discussed in detail.	en
dc.format.extent	1415511 bytes	-
dc.format.extent	753850 bytes	-
dc.format.mimetype	application/pdf	-
dc.format.mimetype	application/postscript	-
dc.language.iso	en	de
dc.publisher	Universität Dortmund	de
dc.relation.ispartofseries	Reihe Computational Intelligence ; 79	de
dc.subject	evolution strategies	en
dc.subject	performance measures	en
dc.subject	progress rates	en
dc.subject	ridge functions	en
dc.subject	scalability	en
dc.subject.ddc	004	de
dc.title	On the performance of (1,l)-Evolution Strategies at the ridge function class	en
dc.type	Text	de
dc.type.publicationtype	report	-
dcterms.accessRights	open access	-
Appears in Collections:	Sonderforschungsbereich (SFB) 531

Files in This Item:

File	Description	Size	Format
ci79.pdf	DNB	736.18 kB	Adobe PDF	View/Open
ci79.ps		1.38 MB	Postscript	View/Open

This item is protected by original copyright

Show simple item record

This item is protected by original copyright rightsstatements.org