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Browsing by Author "Torba, Paweł"

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  • thumbnail.journal.alt
    Item type:Thesis, Access status: Restricted ,
    Agentowa analiza sieci złożonych
    (Data obrony: 2013-07-18) Torba, Paweł
    Wydział Informatyki, Elektroniki i Telekomunikacji
  • thumbnail.journal.alt
    Item type:Article, Access status: Open Access ,
    Evolutionary multi-agent computing in inverse problem
    (Wydawnictwa AGH, 2013) Wróbel, Krzysztof; Torba, Paweł; Paszyński, Maciej; Byrski, Aleksander
    This paper tackles the application of evolutionary multi-agent computing to solve inverse problems. High costs of fitness function call become a major difficulty when approaching these problems with population-based heuristics. However, evolutionary agent-based systems (EMAS) turn out to reduce the fitness function calls, which makes them a possible weapon of choice against them. This paper recalls the basics of EMAS and describes the considered problem (Step and Flash Imprint Lithography), and later, shows convincing results that EMAS is more effective than a classical evolutionary algorithm.