| Distance Concentration-Based Artificial Immune Algorithm |
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| 作者姓名： | LIUTao WANGYao-cai WANGZhi-jie MENGJiang |
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| 作者单位： | [1]SchoolofInformationandElectricalEngineering,ChinaUniversityofMining＆Technology,Xuzhou,Jiangsu221008,China [3]SchoolofInformationandElectricalEngineering,ChinaUniversityofMining＆Technology,Xuzhou,Jiangsu221008,China／／SuzhouCityCenterBranchofPeople＇sBankofChina,Suzhou,Anhui234000China |
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| 摘 要： | The diversity, adaptation and memory of biological immune system attract much attention of researchers.Several optimal algorithms based on immune system have also been proposed up to now. The distance concentration-based artificial immune algorithm (DCAIA) is proposed to overcome defects of the classical artificial immune algorithm (CAIA) in this paper. Compared with genetic algorithm (GA) and CAIA, DCAIA is good for solving the problem of precocity, holding the diversity of antibody, and enhancing convergence rate.
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| 关 键 词： | 人工免疫算法 距离缩短 遗传算法 收敛速率 |
Distance Concentration-Based Artificial Immune Algorithm |
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| LIUTao WANGYao-cai WANGZhi-jie MENGJiang.Distance Concentration-Based Artificial Immune Algorithm[J].Journal of China University of Mining and Technology,2005,15(2):81-85. |
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| Authors: | LIU Tao WANG Yao-cai WANG Zhi-jie MENG Jiang |
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| Affiliation: | 1. School of Information and Electrical Engineering, China University of Mining & Technology, Xuzhou, Jiangsu 221008, China;Suzhou City Center Branch of People's Bank of China, Suzhou, Anhui 234000 China
2. School of Information and Electrical Engineering, China University of Mining & Technology, Xuzhou, Jiangsu 221008, China |
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| Abstract: | The diversity, adaptation and memory of biological immune system attract much attention of researchers. Several optimal algorithms based on immune system have also been proposed up to now. The distance concentra- tion-based artificial immune algorithm (DCAIA) is proposed to overcome defects of the classical artificial immune al- gorithm (CAIA) in this paper. Compared with genetic algorithm (GA) and CAIA, DCAIA is good for solving the prob- lem of precocity,holding the diversity of antibody, and enhancing convergence rate. |
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| Keywords: | artificial immune system distance concentration immune algorithm |
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