VSE knjižnice (vzajemna bibliografsko-kataložna baza podatkov COBIB.SI)
  • Exploration and exploitation in evolutionary algorithms : a survey
    Črepinšek, Matej ; Liu, Shih-Hsi ; Mernik, Marjan, 1964-
    ŽExploration and exploitation are the two cornerstones of problem solving by search.Ž For more than a decade, Eiben and Schippers' advocacy for balancing between these two antagonistic cornerstones ... still greatly influences the research directions of evolutionary algorithms (EAs) [1998]. This article revisits nearly 100 existing works and surveys how such works have answered the advocacy. The article introduces a fresh treatment that classifies and discusses existing work within three rational aspects: (1) what and how EA components contribute to exploration and exploitation; (2) when and how exploration and exploitation are controlled; and (3) how balance between exploration and exploitation is achieved. With a more comprehensive and systematic understanding of exploration and exploitation, more research in this direction may be motivated and refined.
    Vir: ACM computing surveys. - ISSN 0360-0300 (Vol. 45, no. 3, 2013, str. 1-33)
    Vrsta gradiva - članek, sestavni del
    Leto - 2013
    Jezik - angleški
    COBISS.SI-ID - 17009430
    DOI

vir: ACM computing surveys. - ISSN 0360-0300 (Vol. 45, no. 3, 2013, str. 1-33)
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