About: Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://www.radioelektronika.cz
Description	In the paper, three algorithms for the multi-objective optimization based on the strategy of a self-organized migration are compared. The first two algorithms - Weighted Sum Method and Rotated Weighted Metric Method - transform multiple objectives into a single fitness function. The third method - a novel MOSOMA - combines the principle of the non-dominated sorting of population in the objective space and the survey of the decision space of input variables based on the self-organized migration. All three algorithms are compared on the test problem with the Pareto front, which contains both convex and non-convex parts. Monitored parameters are generational distance, spread of solutions and CPU time. In the paper, three algorithms for the multi-objective optimization based on the strategy of a self-organized migration are compared. The first two algorithms - Weighted Sum Method and Rotated Weighted Metric Method - transform multiple objectives into a single fitness function. The third method - a novel MOSOMA - combines the principle of the non-dominated sorting of population in the objective space and the survey of the decision space of input variables based on the self-organized migration. All three algorithms are compared on the test problem with the Pareto front, which contains both convex and non-convex parts. Monitored parameters are generational distance, spread of solutions and CPU time. (en)
Title	Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods (en)
skos:prefLabel	Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods Comparison of Novel Multi-Objective Self Organizing Migrating Algorithm with Conventional Methods (en)
skos:notation	RIV/00216305:26220/11:PU92033!RIV13-MSM-26220___
http://linked.open...avai/riv/aktivita	P R S Z
http://linked.open...avai/riv/aktivity	P(7E09008), P(EE2.3.20.0007), P(GA102/07/0688), P(GD102/08/H018), P(OC08027), P(OC09016), R, S, Z(MSM0021630513)
http://linked.open...vai/riv/dodaniDat	2013
http://linked.open...aciTvurceVysledku	Kadlec, Petr Raida, Zbyněk
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta elektrotechniky a komunikačních technologií
http://linked.open...dnocenehoVysledku	191195
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/11:PU92033
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	MOSOMA, multi-objective optimization, weighted sum method, rotated weighted metric method. (en)
http://linked.open.../riv/klicoveSlovo	MOSOMA multi-objective optimization rotated weighted metric method. weighted sum method
http://linked.open...ontrolniKodProRIV	[71F52E4E8348]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Purkyňova 118, 61200 Brno, Czech Republic
http://linked.open...i/riv/nazevZdroje	Proceedings of 21st International Conferrence Radioelktronika 2011
http://linked.open...in/vavai/riv/obor	JA
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Wireless communication teams High Intensity Radiated Field Synthetic Environment Advanced microwave structures on non-conventional substrates Modelling and simulation of fields Novel methods of multi-objective synthesis of antennas on special substrates Components of advanced radio-communication systems (CARS)
http://linked.open...UplatneniVysledku	2011
http://linked.open...iv/tvurceVysledku	Kadlec, Petr Raida, Zbyněk
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2011-04-19 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Advanced Electronic Communication Systems and Technologies (ELCOM)
number of pages	4 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně. Fakulta elektrotechniky a komunikačních technologií. Ústav radioelektroniky
https://schema.org/isbn	978-1-61284-322-3
http://localhost/t...ganizacniJednotka	26220

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