Počet záznamů: 1

A new mechanism for maintaining diversity of Pareto archive in multi-objective optimization

  1. 1.
    0346694 - MU-W 2011 RIV NL eng J - Článek v odborném periodiku
    Hájek, J. - Szöllös, A. - Šístek, Jakub
    A new mechanism for maintaining diversity of Pareto archive in multi-objective optimization.
    Advances in Engineering Software. Roč. 41, 7-8 (2010), s. 1031-1057 ISSN 0965-9978
    Grant CEP: GA AV ČR IAA100760702
    Výzkumný záměr: CEZ:AV0Z10190503
    Klíčová slova: multi-objective optimization * micro-genetic algorithm * diversity * Pareto archive
    Kód oboru RIV: BA - Obecná matematika
    Impakt faktor: 1.004, rok: 2010
    http://www.sciencedirect.com/science/article/pii/S0965997810000451

    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.
    Trvalý link: http://hdl.handle.net/11104/0187646
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