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Distance Concentration-Based Artificial Immune Algorithm 被引量:6

Distance Concentration-Based Artificial Immune Algorithm
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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 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. 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.
出处 《Journal of China University of Mining and Technology》 EI 2005年第2期81-85,共5页 中国矿业大学学报(英文版)
关键词 artificial immune system distance concentration immune algorithm 人工免疫算法 距离缩短 遗传算法 收敛速率
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