| Comnutational Intelligence and ItsEncoding Mechanism |
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| 引用本文： | LIU Man-dan. Comnutational Intelligence and ItsEncoding Mechanism[J]. 上海大学学报(自然科学版), 2004, 10(Z1): 81-87 |
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| 作者姓名： | LIU Man-dan 3" > |
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| 作者单位： | LIU Man-dan（Institute of Automation, East China University of Scienceand Technology, Shanghai 200237, China） |
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| 基金项目： | 上海市青年科技启明星计划 |
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| 摘 要： |
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Computational Intelligence and Its Encoding Mechanism |
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| LIU Man-dan. Computational Intelligence and Its Encoding Mechanism[J]. Journal of Shanghai University(Natural Science), 2004, 10(Z1): 81-87 |
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| Authors: | LIU Man-dan |
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| Abstract: | The origin and characteristics of computational intelligence, and several typical computational intelligence algorithms such as genetic algorithm and DNA computing are described, and the influence of evolution strategies and convergence properties on the encoding mechanism is discussed. A novel genetic algorithm based on degressive carry number encoding is then proposed. This algorithm uses degressive carry number encoding in the evolutionary process instead of commonly used fixed carry number. Finally a novel encoding mechanism and a new algorithm are proposed, which combine modern computational intelligence with the traditional Chinese methodology. |
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| Keywords: | computational intelligence DNA computing genetic algorithm encoding mechanism circularly degressive carry number |
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