| 一种基于免疫原理的遗传算法 |
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| 引用本文： | 王煦法,张显俊,曹先彬,张军,冯雷.一种基于免疫原理的遗传算法[J].小型微型计算机系统,1999,20(2):117-120. |
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| 作者姓名： | 王煦法 张显俊 曹先彬 张军 冯雷 |
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| 作者单位： | 中国科学技术大学计算机科学与技术系,合肥,230026 |
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| 摘 要： | 本文提出了一种免疫遗传算法（Ｉｍｍｕｎｅ Ｇｅｎｅｔｉｃ Ａｌｇｏｒｉｔｈｍ，简称ＩＧＡ）。免疫遗传算法是根据生物的免疫原理提出的一种改进遗传算法法，该算法主要体现了生物免疫机制中的抗原识别、抗原记忆和抗体的抑制、促进，并结合货郎担（ＴＳＰ）优化问题介绍了具体实现方法，实验结果表明该免疫遗传算法有较好的性能。
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| 关 键 词： | 遗传算法 免疫遗传算法 货郎担问题 免疫原理 |
AN IMPROVED GENETIC ALGORITHM BASED ON IMMUNE PRINCIPLE |
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| WANG Xufa,ZHANG Xianjun,CAO Xianbin,ZHANG Jun,FENG Lei.AN IMPROVED GENETIC ALGORITHM BASED ON IMMUNE PRINCIPLE[J].Mini-micro Systems,1999,20(2):117-120. |
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| Authors: | WANG Xufa ZHANG Xianjun CAO Xianbin ZHANG Jun FENG Lei |
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| Abstract: | An improved Genetic Algorithm based on Immune principle is presented in this paper. Enlightened by the immune principle of creature, this algorithm simulates the immune system to solve problems. The main functions such as the memory and recognition of antigen and the adjustment of antibody are involved in this algorithm. Its application to TSP problem shows IGA performs well at the aspects of search ability and search speed. |
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| Keywords: | Genetic algorithm Immune genetic algorithm(IGA) Immune Densitg TSP |
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