| 一种人工免疫应答模型的研究及应用 |
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| 引用本文： | 位耀光,郑德玲,周颖,王英,付冬梅.一种人工免疫应答模型的研究及应用[J].北京科技大学学报,2004,26(3):322-325. |
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| 作者姓名： | 位耀光 郑德玲 周颖 王英 付冬梅 |
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| 作者单位： | 北京科技大学信息工程学院,北京,100083 |
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| 基金项目： | 高等学校博士学科点专项科研项目 |
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| 摘 要： | 提出一种基于生物免疫应答机理的人工免疫应答模型.它包括抗原匹配、克隆选择、变异、亲和力成熟等四个过程,通过克隆、变异过程实现抗体的多样性使所建立的系统具有较好的自适应能力,利用亲和力成熟过程完成知识的学习和积累.该模型具有运行参数少,稳定性好的特点,在提高数据压缩率和识别率方面具有较好的效果.
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| 关 键 词： | 人工免疫系统 免疫应答 克隆 变异 数据分析 免疫应答机理 模型 研究 应用 Model Immune Response Application 效果 识别率 压缩率 数据 稳定性 运行参数 积累 知识的学习 利用 适应能力 系统 抗体 过程实现 |
| 修稿时间： | 2003年7月2日 |
Research and Application of Immune Response Model |
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| WEI Yaoguang,ZHENG Deling,ZHOU Ying,WANG Ying,FU Dongmei Information Engineering School,University of Science and Technology Beijing,Beijing ,China.Research and Application of Immune Response Model[J].Journal of University of Science and Technology Beijing,2004,26(3):322-325. |
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| Authors: | WEI Yaoguang ZHENG Deling ZHOU Ying WANG Ying FU Dongmei Information Engineering School University of Science and Technology Beijing Beijing China |
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| Institution: | WEI Yaoguang,ZHENG Deling,ZHOU Ying,WANG Ying,FU Dongmei Information Engineering School,University of Science and Technology Beijing,Beijing 100083,China |
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| Abstract: | An artificial immune response model based on biological immune response mechanism was pro-
posed, Which is made up of four procedures: antigen matching,clone selection, mutation and affinity maturation.
The diversity of antibodies, achieved by clone and mutation process, can make the built system possess self-adap-
tive capability Knowledge acquisition results from affinity maturation. The model need few operating parameters
and is easy to stable. When applied to data analysis the model has fascinating ability to enhance data compression
ratio and data recognition ratio. |
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| Keywords: | artificial immune system immune response clone mutation data analysis |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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