Recent Advances in Evolutionary Computation

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  • Handa Hisashi
    Division of Industrial Innovation Sciences, Graduate School of Natural Science and Technology, Okayama University
  • Kawakami Hiroshi
    Department of System Science, Graduate School of Infomatics, Kyoto University
  • Katai Osamu
    Department of System Science, Graduate School of Infomatics, Kyoto University

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  • 進化論的計算手法の進化の系譜
  • シンカロンテキ ケイサン シュホウ ノ シンカ ノ ケイフ

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Abstract

Recent developments in the field of Evolutionary Computation have led to a renewed interest in its real-world applications on wide variety of application domains. This paper attempts to provide a comprehensive overview of recent advances of Evolutionary Computation studies. First, we describe the basic mechanisms of Evolutionary Computation. Moreover, a devlopment diagram of Evolutionary Computations is also shown in order to understand research perspecitve in this field. Next, several active research fields, such as Evolutionary Optimization on Dynamic/Uncertain Environments, Evolutionary Multi-objective Optimization, Estimation of Distribution Algorithms, Swarm Intelligence, and Game Application, are introduced.

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