Chaotic Attributes and Permutative Optimization

Davendra, Donald David; Zelinka, Ivan; Onwubolu, Godfrey

dc.title	Chaotic Attributes and Permutative Optimization	en
dc.contributor.author	Davendra, Donald David
dc.contributor.author	Zelinka, Ivan
dc.contributor.author	Onwubolu, Godfrey
dc.relation.ispartof	Evolutionary Algorithms and Chaotic Systems
dc.identifier.isbn	978-3-642-10706-1
dc.date.issued	2010
dc.event.location	Heidelberg
utb.event.state-en	Germany
utb.event.state-cs	Německo
dc.type	bookPart
dc.language.iso	en
dc.publisher	Springer-Verlag. Berlin
dc.subject	Chaos	en
dc.subject	Optimization	en
dc.subject	Evolutionary algorithms	en
dc.subject	SOMA	en
dc.subject	Differential Evolution	en
dc.subject	Genetic Algorithm	en
dc.subject	Combinatorial Optimitzation	en
dc.description.abstract	Population dynamics and its relation to chaotic systems is analyzed in this Chapter. Using basic chaotic principles of attractors and edges, a dynamic population is developed, which is used to induce and retain diversity in a metaheuristic population. Simulation is done with Genetic Algorithm, Differential Evolution and Self-Organizing Migrating Algorithm on the combinatorial problem of Quadratic Assignment with promising results.	en
utb.faculty	Faculty of Applied Informatics
dc.identifier.uri	http://hdl.handle.net/10563/1006046
utb.identifier.rivid	RIV/70883521:28140/10:63508867!RIV11-GA0-28140___
utb.identifier.obdid	43864617
utb.source	c-riv
dc.date.accessioned	2016-04-28T10:37:39Z
dc.date.available	2016-04-28T10:37:39Z
dc.description.sponsorship	P(GA102/09/1680), Z(MSM7088352101)
dc.format.extent	521
utb.identifier.utb-sysno	63240
utb.identifier.nkp	5222916
utb.contributor.internalauthor	Davendra, Donald David
utb.contributor.internalauthor	Zelinka, Ivan
riv.obor	IN
utb.fulltext.affiliation	Donald Davendra, Ivan Zelinka, Godfrey Onwubolu Tomas Bata University in Zlin, Faculty of Applied Informatics, Nad Stranemi 4511, Zlin 76001, Czech Republic, e-mail: d a v e n d r a @ f a i . u t b . cz Tomas Bata University in Zlin, Faculty of Applied Informatics, Nad Stranemi 4511, Zlin 76001, Czech Republic and VSB-TUO, Faculty of Electrical Engineering and Computer Science, 17. listopadu 15, 708 33 Ostrava-Pomba, Czech Republic e-mail: z e l i n k a @ f a i .u t b . c z Knowledge Management & Mining, Inc., Richmond Hill, Ontario, Canada e-mail: onw ubolu_g@ dsgm .ca
utb.fulltext.dates	-
utb.fulltext.faculty	Faculty of Applied Informatics
utb.fulltext.faculty	Faculty of Applied Informatics