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| 一种基于自适应免疫算法的优化设计方法 | |
| 引用本文： | 周桂红,左春柽,王家忠,张文博. 一种基于自适应免疫算法的优化设计方法[J]. 中国机械工程, 2006, 17(14): 1459-1462 |
| 作者姓名： | 周桂红 左春柽 王家忠 张文博 |
| 作者单位： | 1. 吉林大学,长春,130025;河北农业大学,保定,071001 2. 吉林大学,长春,130025 3. 河北农业大学,保定,071001 |
| 基金项目： | 吉林大学校科研和教改项目 |
| 摘 要： | 提出了一种新的机械优化设计方法——自适应免疫算法，该算法以种群的方差和熵作为结束条件，能自动调节优化参数。使用该算法对QAY50全地面起重机的转向梯形进行了优化设计，优化结果表明，该算法在保证全局收敛的同时提高了局部搜索能力，证实了算法的有效性。 |
| 关 键 词： | 自适应免疫算法 熵 方差 转向梯形 优化设计 |
| 文章编号： | 1004-132X（2006）14-1459-04 |
| 收稿时间： | 2005-07-12 |
| 修稿时间： | 2005-07-12 |
An Optimal Design Method Based on Adaptive Immune Algorithm |
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| Zhou Guihong,Zuo Chuncheng,Wang Jiazhong,Zhang Wenbo. An Optimal Design Method Based on Adaptive Immune Algorithm[J]. China Mechanical Engineering, 2006, 17(14): 1459-1462 | |
| Authors: | Zhou Guihong Zuo Chuncheng Wang Jiazhong Zhang Wenbo |
| Affiliation: | 1. Jilin University, Changchun, 130025 ;2. Agricultural University of Hebei, Baoding, Hebei, 071001 |
| Abstract: | A new mechanical optimization design method(i.e.adaptive immune algorithm) had been proposed.The entropy and variance of the evolutionary population were served as conditional operators judging whether the algorithm was of convergence.The algorithm can adjust adaptively the optimized parameters.Using this new optimization method,the design parameters of integral steering trapezium of QAY50 all-terrain crane were optimized.The results show that the new algorithm can improve the local search ability and guarantee the global convergence. |
| Keywords: | adaptive immune algorithm entropy variance integral steering trapezium optimal design |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ | |