Browsing by Author "Chelouah, Rachid"

Browsing by Author "Chelouah, Rachid"

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  • Convergence proof of an enhanced particle swarm optimisation method integrated with evolutionary game theory 
    Leboucher, Cedric; Shin, Hyo-Sang; Siarry, Patrick; Le Menec, Stephanie; Chelouah, Rachid; Tsourdos, Antonios (Elsevier, 2016-01-08)
    This paper proposes an enhanced Particle Swarm Optimisation (PSO) algorithm and examines its performance. In the proposed PSO approach, PSO is combined with Evolutionary Game Theory to improve convergence. One of the main ...
  • An enhanced particle swarm optimization method integrated with evolutionary game theory 
    Leboucher, Cédric; Shin, Hyo-Sang; Chelouah, Rachid; Le Ménec, Stéphane; Siarry, Patrick; Formoso, Mathias; Tsourdos, Antonios; Kotenkoff, Alexandre (IEEE, 2018-01-03)
    This paper describes a novel particle swarm optimizer algorithm. The focus of this study is how to improve the performance of the classical particle swarm optimization approach, i.e., how to enhance its convergence speed ...
  • A two-step optimisation method for dynamic weapon target assignment problem 
    Leboucher, Cédric; Shin, Hyo-Sang; Siarry, Patrick; Chelouah, Rachid; Le Ménec, Stéphane; Tsourdos, Antonios (Intechopen, 2013-01-30)
    The weapon target assignment (WTA) problem has been designed to match the Command & Control (C2) requirement in military context, of which the goal is to find an allocation plan enabling to treat a specific scenario in ...