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New approach of constant resolving of analytical programming

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dc.title New approach of constant resolving of analytical programming en
dc.contributor.author Urbánek, Tomáš
dc.contributor.author Prokopová, Zdenka
dc.contributor.author Šilhavý, Radek
dc.contributor.author Kunčar, Aleš
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 231
dc.citation.epage 236
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 10.7148/2016-0231
dc.relation.uri http://www.scs-europe.net/dlib/2016/2016-0231.htm
dc.relation.uri http://www.scs-europe.net/dlib/2016/ecms2016acceptedpapers/0231-is_ECMS_0121.pdf
dc.subject Analytical programming en
dc.subject Constant creation en
dc.subject Differential evolution en
dc.subject Symbolic regression en
dc.description.abstract This papers' aim is to provide the Artificial Intelligence community with a better tool for symbolic regression. In this paper, the method of analytical programming and constant resolving is revisited and extended. Nowadays, analytical programming mainly uses two methods for constant resolving. The first method is meta-evolution, in which the second evolutionary algorithm is used for constant resolving. The second method uses non-linear fitting algorithm. This paper reveals the third method, which use the basic mathematics to generate constants. The findings of this study have a number of important implications for future practice. © ECMS Thorsten Claus, Frank Herrmann, Michael Manitz, Oliver Rose (Editors). en
utb.faculty Faculty of Applied Informatics
dc.identifier.uri http://hdl.handle.net/10563/1006611
utb.identifier.obdid 43876043
utb.identifier.scopus 2-s2.0-84978634889
utb.identifier.wok 000386310800032
utb.source d-scopus
dc.date.accessioned 2016-09-21T13:12:24Z
dc.date.available 2016-09-21T13:12:24Z
utb.contributor.internalauthor Urbánek, Tomáš
utb.contributor.internalauthor Prokopová, Zdenka
utb.contributor.internalauthor Šilhavý, Radek
utb.contributor.internalauthor Kunčar, Aleš
utb.fulltext.affiliation Tomas Urbanek, Zdenka Prokopova, Radek Silhavy, Ales Kuncar Department of Computer and Communication Systems Tomas Bata University in Zlin Nad Stranemi 4511 Email: turbanek@fai.utb.cz
utb.fulltext.dates -
utb.fulltext.ou Department of Computer and Communication Systems
utb.fulltext.ou Department of Computer and Communication Systems
utb.fulltext.ou Department of Computer and Communication Systems
utb.fulltext.ou Department of Computer and Communication Systems
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