| 进化算法的改进与应用 |
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| 引用本文： | 朱幼莲. 进化算法的改进与应用[J]. 江苏技术师范学院学报, 2000, 0(4) |
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| 作者姓名： | 朱幼莲 |
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| 作者单位： | 常州技术师范学院电气信息工程系!江苏常州213001 |
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| 摘 要： | 通过分析进化算法对全局收敛性的影响 ,本文提出用混沌模型构造一种随机开关 ,以此控制进化算法中的变异运算 ,同时将模拟退火用于进化算法的选择过程 ,从而增强算法的快速收敛性能 ,最后把改进的进化学习算法用于系统的参数辨识 ,取得了满意的结果
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| 关 键 词： | 进化算法 混沌模型 模拟退火 系统辨识 |
Improvement in the Evolutionary Algorithm and Its Application |
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| ZHU You_lian. Improvement in the Evolutionary Algorithm and Its Application[J]. Journal of Jiangsu Teachers University of Technology, 2000, 0(4) |
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| Authors: | ZHU You_lian |
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| Abstract: | By analysing the influence of evolutionary algorithm (EA) on the global convergence, the author presents the improvement of EA in this paper. A random switching is constructed by a chaotic model, to control mutation operation in EA. At the same time, the simulated annealing will be used in the selecting process of the EA. The new method has higher global convergence rate. The satisfactory results are achieved in the system parameter identification using improved of evolutionary algorithm. |
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| Keywords: | evolution algorithm chaotic model simulated annealing system identification |
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