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A Chaotic Clonal Selection Algorithm and Its Application to Synthesize Multiple-Valued Logic Function
http://hdl.handle.net/2297/36313
http://hdl.handle.net/2297/36313ea3ef0c0-a9e7-494d-802c-f1f8460880f8
名前 / ファイル | ライセンス | アクション |
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2017-10-03 | |||||
タイトル | ||||||
タイトル | A Chaotic Clonal Selection Algorithm and Its Application to Synthesize Multiple-Valued Logic Function | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者 |
Gao, Shangce
× Gao, Shangce× Zhang, Zhiqiang× Cao, Qiping× Tang, Zheng× Todo, Yuki |
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書誌情報 |
IEEJ Transaction on Electrical and Electronic Engineering 巻 5, 号 1, p. 105-114, 発行日 2010-01-01 |
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ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 1931-4973 | |||||
NCID | ||||||
収録物識別子タイプ | NCID | |||||
収録物識別子 | AA12144998 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | 10.1002/tee.20500 | |||||
出版者 | ||||||
出版者 | 電気学会 IEEJ / Wiley-Blackwell | |||||
抄録 | ||||||
内容記述タイプ | Abstract | |||||
内容記述 | In this paper, a chaotic clonal selection algorithm (CCSA) is proposed to synthesize multiple-valued logic (MVL) functions. The MVL function is realized in a multiple-valued sum-of-products expression where product is indicated by MIN and sum by TSUM. The proposed CCSA, in which chaos is incorporated into the clonal selection algorithm to initialize antibodies and maintain the population diversity, is utilized to learn a given target MVL truth table. Furthermore, an adaptive length strategy of antibodies is also introduced to reduce the computational complexity, whereas an improved affinity function enables the algorithm to find less product terms for an MVL function. Simulation results based on a large number of MVL functions demonstrate the efficiency of the proposed method when compared with other traditional methodologies. © 2010 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc. | |||||
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 |