On the performance of enhanced PSO algorithm with dissipative chaotic pap in the task of high dimensional optimization problems

Pluháček, Michal; Šenkeřík, Roman; Zelinka, Ivan; Davendra, Donald David

dc.title	On the performance of enhanced PSO algorithm with dissipative chaotic pap in the task of high dimensional optimization problems	en
dc.contributor.author	Pluháček, Michal
dc.contributor.author	Šenkeřík, Roman
dc.contributor.author	Zelinka, Ivan
dc.contributor.author	Davendra, Donald David
dc.relation.ispartof	Advances in Intelligent Systems and Computing
dc.identifier.issn	2194-5357 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	9783319005416
dc.date.issued	2013
utb.relation.volume	210
dc.citation.spage	89
dc.citation.epage	99
dc.type	article
dc.language.iso	en
dc.publisher	Springer	en
dc.identifier.doi	10.1007/978-3-319-00542-3_10
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-319-00542-3_10
dc.description.abstract	In this paper, it is proposed the utilization of discrete Dissipative standard map based chaos pseudorandom number generator to enhance the performance of PSO algorithm with linear decreasing inertia weight in the task of high dimensional optimization. The performance is tested on a set of four typical test functions and the results are briefly analyzed and compared against the standard PSO version with inertia weight. © Springer International Publishing Switzerland 2013.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1003431
utb.identifier.obdid	43869944
utb.identifier.scopus	2-s2.0-84880380003
utb.source	j-scopus
dc.date.accessioned	2013-08-02T09:10:25Z
dc.date.available	2013-08-02T09:10:25Z
utb.contributor.internalauthor	Pluháček, Michal
utb.contributor.internalauthor	Šenkeřík, Roman
utb.fulltext.affiliation	Michal Pluhacek, Roman Senkerik, Ivan Zelinka, and Donald Davendra Michal Pluhacek · Roman Senkerik · Ivan Zelinka Tomas Bata University in Zlin, Faculty of Applied Informatics, T.G. Masaryka 5555, 760 01 Zlin, Czech Republic e-mail: {pluhacek,senkerik,zelinka}@fai.utb.cz Ivan Zelinka · Donald Davendra Department of Computer Science, Faculty of Electrical Engineering and Computer Science VŠB-TUO, 17. listopadu 15, 708 33 Ostrava-Poruba, Czech Republic e-mail: donald.davendra@vsb.cz
utb.fulltext.dates	-
utb.fulltext.sponsorship	This work was supported by Grant Agency of the Czech Republic – GACR P103/13/08195S, by the project Development of human resources in research and development of latest soft computing methods and their application in practice, reg. no. CZ.1.07/2.3.00/20.0072 funded by Operational Program Education for Competitiveness, co-financed by ESF and state budget of the Czech Republic; European Regional Development Fund under the project CEBIA-Tech No. CZ.1.05/2.1.00/03.0089, by the Technology Agency of the Czech Republic under the Project TE01020197, and by Internal Grant Agency of Tomas Bata University under the project No. IGA/FAI/2013/012.