About: The effect of different local search algorithms on the performance of multi-objective optimizers

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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://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6900545
Description	Several contemporary multi-objective surrogate based algorithms use some kind of local search operator. The search technique used in this operator can largely affect the performance of the multi-objective optimizer as a whole, however, little attention is often paid to the selection of this technique. In this paper, we compare three different local search techniques and evaluate their effect on the performance of two different surrogate based multi-objective optimizers. The algorithms are evaluated using the well known ZDT and WFG benchmark suites and recommendations are made based on the results. Several contemporary multi-objective surrogate based algorithms use some kind of local search operator. The search technique used in this operator can largely affect the performance of the multi-objective optimizer as a whole, however, little attention is often paid to the selection of this technique. In this paper, we compare three different local search techniques and evaluate their effect on the performance of two different surrogate based multi-objective optimizers. The algorithms are evaluated using the well known ZDT and WFG benchmark suites and recommendations are made based on the results. (en)
Title	The effect of different local search algorithms on the performance of multi-objective optimizers The effect of different local search algorithms on the performance of multi-objective optimizers (en)
skos:prefLabel	The effect of different local search algorithms on the performance of multi-objective optimizers The effect of different local search algorithms on the performance of multi-objective optimizers (en)
skos:notation	RIV/00216208:11320/14:10284225!RIV15-MSM-11320___
http://linked.open...avai/riv/aktivita	I P
http://linked.open...avai/riv/aktivity	I, P(LD13002)
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Pilát, Martin
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	Univerzita Karlova v Praze / Matematicko-fyzikální fakulta
http://linked.open...dnocenehoVysledku	13231
http://linked.open...ai/riv/idVysledku	RIV/00216208:11320/14:10284225
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	evolutionary algorithms; surrogate modeling; multi-objective optimization (en)
http://linked.open.../riv/klicoveSlovo	evolutionary algorithms surrogate modeling multi-objective optimization
http://linked.open...ontrolniKodProRIV	[F34B8416452B]
http://linked.open...v/mistoKonaniAkce	Peking, Čína
http://linked.open...i/riv/mistoVydani	Beijing
http://linked.open...i/riv/nazevZdroje	Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2014
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Modeling of complex systems for softcomputing methods
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Neruda, Roman Pilát, Martin
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-07-06 (xsd:date)
number of pages	8 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/CEC.2014.6900545
http://purl.org/ne...btex#hasPublisher	IEEE
https://schema.org/isbn	978-1-4799-6626-4
http://localhost/t...ganizacniJednotka	11320

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