最大エントロピー法に基づくDifferential Evolutionの探索点分布解析

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  • Search Points Distribution Analysis for Differential Evolution Based on Maximum Entropy Method
  • サイダイ エントロピーホウ ニ モトズク Differential Evolution ノ タンサクテン ブンプ カイセキ

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Recently, a paradigm of optimization method called meta-heuristic (MH) has attracted interest for its applicability. However, the most part of MHs have insufficient mathematical background in their dynamics. Some of MHs adopt pseudo-random numbers generated by a computer in their algorithm so that they are called “stochastic optimization methods”. As for stochastic optimization methods, the positions of search points are able to be regarded as stochastic variables which are distributed according to a certain probability distribution. In this paper, we perform an analysis of search points distribution for DE dynamics based on maximum entropy method.

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