探索状態の評価と制御に基づく適応型Cuckoo Search

DOI Web Site Web Site 参考文献14件

書誌事項

タイトル別名
  • Adaptive Cuckoo Search Based on Evaluation and Control of Search State
  • タンサク ジョウタイ ノ ヒョウカ ト セイギョ ニ モトズク テキオウガタ Cuckoo Search

この論文をさがす

抄録

<p>In this paper, to improve the search performance and usability of Cuckoo Search (CS), we develop a new Adaptive Cuckoo Search (ACS) based on evaluation and control of its search state by adjusting one of its parameters. ACS consists of a new evaluation indicator and a feedback control mechanism. Using the results of the quantitative analysis of the relationship between the parameter and random numbers in Lévy Flight, we clarify the effects of the parameter on the search dynamics of CS in terms of the metaheuristics strategy (diversification / intensification). After the analysis, the indicator which evaluates the search state is defined. The mechanism makes an ideal state (a target of the indicator) and controls the search state to the ideal state by adjusting the parameter. Overall, ACS is expected to improve the search performance of CS by adequately realizing diversification and intensification during a search. The performance and adaptability of ACS are verified through numerical simulations for 9 typical benchmark functions.</p>

収録刊行物

参考文献 (14)*注記

もっと見る

関連プロジェクト

もっと見る

キーワード

詳細情報 詳細情報について

問題の指摘

ページトップへ