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関数値最適化のためのParticle Swarm Optimization, Differential Evolution,実数値遺伝的アルゴリズムの探索性能に関する検討
https://doi.org/10.14990/00000093
https://doi.org/10.14990/00000093cda4887e-aaa9-4557-80da-e985e33adb5b
名前 / ファイル | ライセンス | アクション |
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K00056 (590.6 kB)
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Item type | 紀要論文 / Departmental Bulletin Paper(1) | |||||
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公開日 | 2015-03-25 | |||||
タイトル | ||||||
タイトル | 関数値最適化のためのParticle Swarm Optimization, Differential Evolution,実数値遺伝的アルゴリズムの探索性能に関する検討 | |||||
タイトル | ||||||
タイトル | A comparative study of particle swarm optimization, differential evolution, real-coded genetic algorithm on function optimization | |||||
言語 | ||||||
言語 | jpn | |||||
キーワード | ||||||
主題 | Real-Coded Genetic Algorithm | |||||
キーワード | ||||||
主題 | Function Optimization | |||||
キーワード | ||||||
主題 | Real-Coded Genetic Algorithm | |||||
キーワード | ||||||
主題 | Particle Swarm Optimization | |||||
キーワード | ||||||
主題 | Differential Evolution | |||||
キーワード | ||||||
主題 | Function Optimization | |||||
資源タイプ | ||||||
資源タイプ | departmental bulletin paper | |||||
ID登録 | ||||||
ID登録 | 10.14990/00000093 | |||||
ID登録タイプ | JaLC | |||||
著者 |
伊藤, 稔
× 伊藤, 稔× 田中, 雅博× ITO, Minoru |
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抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this paper, we evaluate the performance of Differential Evolution (DE), Particle Swarm Optimization (PSO), and Real-Coded Genetic Algorithm (Real-Coded GA) on a function optimization problem. The comparative study is performed on 4 benchmark problems. The results from our study show that DE outperforms the other methods. | |||||
書誌情報 |
甲南大学紀要. 理工学編 en : Memoirs of Konan University. Science and engineering series 巻 52, 号 1, p. 125-135, 発行日 2005-07-31 |
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出版者 | ||||||
出版者 | 甲南大学 | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 13480383 | |||||
書誌レコードID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA11561231 | |||||
論文ID(NAID) | ||||||
内容記述タイプ | Other | |||||
内容記述 | 110004627553 | |||||
フォーマット | ||||||
内容記述タイプ | Other | |||||
内容記述 | application/pdf | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |