| 典型的人工免疫算法性能比较与分析 |
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| 引用本文： | 高家全,何桂霞,王雨顺. 典型的人工免疫算法性能比较与分析[J]. 计算机工程与应用, 2009, 45(10): 208-210. DOI: 10.3778/j.issn.1002-8331.2009.10.063 |
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| 作者姓名： | 高家全 何桂霞 王雨顺 |
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| 作者单位： | 浙江工业大学,之江学院,杭州,310024;南京师范大学,数学与计算机科学学院,南京,210097 |
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| 基金项目： | 国家重点基础研究发展规划(973计划) |
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| 摘 要： | 基于免疫机理的算法为工程应用带来了什么、有何差异。基于这个背景，选择B-cell 算法、克隆选择算法和Opt-aiNET算法这三个免疫算法为代表，针对三类经典工程优化问题，以解质量和评价数作为评价标准，详尽地比较了它们，并给出了它们之间差异原因的分析和评价。
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| 关 键 词： | 免疫理论 克隆选择算法 B-cell算法 Opt-aiNET算法 |
| 收稿时间： | 2008-02-25 |
| 修稿时间： | 2008-5-16 |
Comparison and analysis with classic artificial immune algorithms on performance |
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| GAO Jia-quan,HE Gui-xia,WANG Yu-shun. Comparison and analysis with classic artificial immune algorithms on performance[J]. Computer Engineering and Applications, 2009, 45(10): 208-210. DOI: 10.3778/j.issn.1002-8331.2009.10.063 |
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| Authors: | GAO Jia-quan HE Gui-xia WANG Yu-shun |
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| Affiliation: | 1.Zhijiang College，Zhejiang University of Technology，Hangzhou 310024，China 2.School of Mathematics and Computer Science，Nanjing Normal University，Nanjing 210097，China |
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| Abstract: | What have these algorithms based on immune theory offered for engineering application？ Are there differences between them？ On the background of these questions,three classic immune algorithms,B-cell algorithm,clonal selection algorithm and Opt-aiNET,are taken for examples and are compared in terms of the following two criterions：the quality of optimal solution obtained and the number of evaluation to objective function with three classic engineering problems.The differences between them are given and reasons are also analyzed. |
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| Keywords: | immune theory clonal selection algorithm B-cell algorithm Opt-aiNET algorithm |
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