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Adaptive polyclonal programming algorithm with applications

  • Xidian University

科研成果: 书/报告/会议事项章节会议稿件同行评审

9 引用 (Scopus)

摘要

Based on the clonal selection theory, the main mechanism of immune clone applied in artificial intelligence is analyzed in this paper. A new operator, adaptive polyclonal operator as well as a novel artificial immune system algorithm, APPA (adaptive polyclonal programming algorithm), is put forward. Compared with some other evolutionary programming algorithms (like breeder genetic algorithm), APPA, behaving as an evolutionary strategy, is shown to be capable of solving complex machine learning tasks effectively, like multimodal function optimization.

源语言英语
主期刊名Proceedings - 5th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2003
编辑Licheng Jiao, Xin Yao, Brijesh Verma, Henry Selvaraj
出版商Institute of Electrical and Electronics Engineers Inc.
350-355
页数6
ISBN(电子版)0769519571, 9780769519579
DOI
出版状态已出版 - 2003
已对外发布
活动5th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2003 - Xian, 中国
期限: 27 9月 200330 9月 2003

出版系列

姓名Proceedings - 5th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2003

会议

会议5th International Conference on Computational Intelligence and Multimedia Applications, ICCIMA 2003
国家/地区中国
Xian
时期27/09/0330/09/03

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