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基于实数编码的克隆选择算法及其应用 被引量:13

The real-coded clone select algorithm and its application
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摘要 将克隆选择算法的二进制编码改为实数编码 ,即直接用实数进行编码 ,利用了免疫学Ag Ab的相互作用和细胞进化现象 ,通过免疫记忆机制 ,保存各个局部最优解 ,克服早熟现象 .通过几个模拟实验 。 In this paper, the real-coded clone select algorithm w as introduced by making some modification to the binary -coded clone select alg orithm. A diverse set of local optimal solutions were conserved to overcome the premature phenomena by using the interaction of Ag-Ab and cellular evolution in Immunology and immune memory. Through several simulations, validity of this alg orithm was demonstrated.
出处 《华中科技大学学报(自然科学版)》 EI CAS CSCD 北大核心 2004年第2期41-42,共2页 Journal of Huazhong University of Science and Technology(Natural Science Edition)
基金 湖北省科技攻关计划资助项目 ( 2 0 0 3AA10B0 8)
关键词 实数编码 克隆选择算法 函数优化 遗传算法 免疫网络 real code clone select algorithm function optimization genetic algorithm immune network
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参考文献8

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  • 8[8]De Castro L N, Von Zuben F J. Learning and optimization using the clone selection principle, IEEE Transaction On Evolutionary Computation (SIAIS), 2002, 6(3): 239~251

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