Počet záznamů: 1
A new mechanism for maintaining diversity of Pareto archive in multi-objective optimization
- 1.
SYSNO ASEP 0346694 Druh ASEP J - Článek v odborném periodiku Zařazení RIV J - Článek v odborném periodiku Poddruh J Článek ve WOS Název A new mechanism for maintaining diversity of Pareto archive in multi-objective optimization Tvůrce(i) Hájek, J. (CZ)
Szöllös, A. (CZ)
Šístek, Jakub (MU-W) RID, ORCID, SAIZdroj.dok. Advances in Engineering Software. - : Elsevier - ISSN 0965-9978
Roč. 41, 7-8 (2010), s. 1031-1057Poč.str. 27 s. Jazyk dok. eng - angličtina Země vyd. NL - Nizozemsko Klíč. slova multi-objective optimization ; micro-genetic algorithm ; diversity ; Pareto archive Vědní obor RIV BA - Obecná matematika CEP IAA100760702 GA AV ČR - Akademie věd CEZ AV0Z10190503 - MU-W (2005-2011) UT WOS 000281267100018 EID SCOPUS 77955468283 DOI 10.1016/j.advengsoft.2010.03.003 Anotace The article introduces a new mechanism for selecting individuals to a Pareto archive. It was combined with a micro-genetic algorithm and tested on several problems. The ability of this approach to produce individuals uniformly distributed along the Pareto set without negative impact on convergence is demonstrated on presented results. The new concept was confronted with NSGA-II, SPEA2, and IBERA algorithms from the PISA package. Another studied effect is the size of population versus number of generations for small populations. Pracoviště Matematický ústav Kontakt Jarmila Štruncová, struncova@math.cas.cz, library@math.cas.cz, Tel.: 222 090 757 Rok sběru 2011
Počet záznamů: 1