Analytical programming with extended individuals

Viktorin, Adam; Pluháček, Michal; Komínková Oplatková, Zuzana; Šenkeřík, Roman

dc.title	Analytical programming with extended individuals	en
dc.contributor.author	Viktorin, Adam
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Komínková Oplatková, Zuzana
dc.contributor.author	Šenkeřík, Roman
dc.relation.ispartof	Proceedings - 30th European Conference on Modelling and Simulation, ECMS 2016
dc.identifier.isbn	978-099324402-5
dc.date.issued	2016
dc.citation.spage	237
dc.citation.epage	244
dc.event.title	30th European Conference on Modelling and Simulation, ECMS 2016
dc.event.location	Regensburg
utb.event.state-en	Germany
utb.event.state-cs	Německo
dc.event.sdate	2016-05-31
dc.event.edate	2016-06-03
dc.type	conferenceObject
dc.language.iso	en
dc.publisher	European Council for Modelling and Simulation (ECMS)
dc.identifier.doi	10.7148/2016-0237
dc.relation.uri	http://www.scs-europe.net/dlib/2016/2016-0237.htm
dc.relation.uri	http://www.scs-europe.net/dlib/2016/ecms2016acceptedpapers/0237-is_ECMS_0129.pdf
dc.subject	Analytical programming	en
dc.subject	Constant estimation	en
dc.subject	Differential evolution	en
dc.subject	SHADE	en
dc.description.abstract	This paper proposes a new technique for the estimation of values of constants in programs synthesized by Analytical Programming (AP). Proposed technique divides the features of an individual in Evolutionary Algorithm (EA) into two parts - program part and constant part. Features in program part are mapped to synthesized program and features in constant part are used as constant values. AP with implementation of this technique is tested on four benchmark functions - Quintic, Sextic, 3Sine and 4Sine. © ECMS Thorsten Claus, Frank Herrmann, Michael Manitz, Oliver Rose (Editors).	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1006594
utb.identifier.obdid	43876080
utb.identifier.scopus	2-s2.0-84978775120
utb.identifier.wok	000386310800033
utb.source	d-scopus
dc.date.accessioned	2016-09-21T13:12:23Z
dc.date.available	2016-09-21T13:12:23Z
utb.ou	CEBIA-Tech
utb.contributor.internalauthor	Viktorin, Adam
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Komínková Oplatková, Zuzana
utb.contributor.internalauthor	Šenkeřík, Roman
utb.fulltext.affiliation	Adam Viktorin, Michal Pluhacek, Zuzana Kominkova Oplatkova, Roman Senkerik Tomas Bata University in Zlin, Faculty of Applied Informatics Nam T.G. Masaryka 5555, 760 01 Zlin, Czech Republic {aviktorin, pluhacek, oplatkova, senkerik}@fai.utb.cz
utb.fulltext.dates	-
utb.fulltext.faculty	Faculty of Applied Informatics
utb.fulltext.faculty	Faculty of Applied Informatics
utb.fulltext.faculty	Faculty of Applied Informatics
utb.fulltext.faculty	Faculty of Applied Informatics