About: Critical Comparison of Multi-objective Optimization Methods: Genetic Algorithms versus Swarm Intelligence

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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)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The paper deals with efficiency comparison of two global evolutionary optimization methods implemented in MATLAB. Attention is turned to an elitist Non-dominated Sorting Genetic Algorithm (NSGA-II) and a novel multi-objective Particle Swarm Optimization (PSO). The performance of optimizers is compared on three different test functions and on a cavity resonator synthesis. The microwave resonator is modeled using the Finite Element Method (FEM). The hit rate and the quality of the Pareto front distribution are classified. The paper deals with efficiency comparison of two global evolutionary optimization methods implemented in MATLAB. Attention is turned to an elitist Non-dominated Sorting Genetic Algorithm (NSGA-II) and a novel multi-objective Particle Swarm Optimization (PSO). The performance of optimizers is compared on three different test functions and on a cavity resonator synthesis. The microwave resonator is modeled using the Finite Element Method (FEM). The hit rate and the quality of the Pareto front distribution are classified. (en)
Title	Critical Comparison of Multi-objective Optimization Methods: Genetic Algorithms versus Swarm Intelligence Critical Comparison of Multi-objective Optimization Methods: Genetic Algorithms versus Swarm Intelligence (en)
skos:prefLabel	Critical Comparison of Multi-objective Optimization Methods: Genetic Algorithms versus Swarm Intelligence Critical Comparison of Multi-objective Optimization Methods: Genetic Algorithms versus Swarm Intelligence (en)
skos:notation	RIV/00216305:26220/10:PU87773!RIV11-GA0-26220___
http://linked.open...avai/riv/aktivita	P S Z
http://linked.open...avai/riv/aktivity	P(GA102/07/0688), P(GD102/08/H018), P(OC09016), S, Z(MSM0021630513)
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Raida, Zbyněk Šeděnka, Vladimír
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
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	252361
http://linked.open...ai/riv/idVysledku	RIV/00216305:26220/10:PU87773
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Multi-objective optimization, binary genetic algorithm, particle swarm optimization, Pareto front, finite element method. (en)
http://linked.open.../riv/klicoveSlovo	finite element method. Pareto front Multi-objective optimization particle swarm optimization binary genetic algorithm
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[A692F52799E6]
http://linked.open...i/riv/nazevZdroje	Radioengineering
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	Advanced microwave structures on non-conventional substrates Modelling and simulation of fields Components of advanced radio-communication systems (CARS)
http://linked.open...UplatneniVysledku	2010
http://linked.open...v/svazekPeriodika	19
http://linked.open...iv/tvurceVysledku	Raida, Zbyněk Šeděnka, Vladimír
http://linked.open...ain/vavai/riv/wos	000281871100001
http://linked.open...n/vavai/riv/zamer	Advanced Electronic Communication Systems and Technologies (ELCOM)
issn	1210-2512
number of pages	9 (xsd:int)
http://localhost/t...ganizacniJednotka	26220

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