| 均匀试验设计在遗传算法中的应用 |
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| 引用本文： | 邹亮,汪国强. 均匀试验设计在遗传算法中的应用[J]. 华南理工大学学报(自然科学版), 2003, 31(5): 90-92 |
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| 作者姓名： | 邹亮 汪国强 |
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| 作者单位： | 华南理工大学,应用数学系,广东,广州,510640 |
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| 摘 要： | 介绍了在遗传算法中运用均匀设计产生初始种群的方法，指出由于遗传算法的交叉机制是完全依赖于初始种群的，所以初始种群的多样性对于遗传算法的收敛性是至关重要的．同时通过算例采用De Jong提出的验证方法验证了运用均匀设计产生初始种群能够增强遗传算法的收敛性．
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| 关 键 词： | 遗传算法 均匀设计 多样性 初始种群 交叉机制 |
| 文章编号： | 1000-565X(2003)05-0090-03 |
| 修稿时间： | 2002-12-13 |
Applying Uniform Design to Genetic Algorithm |
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| Zou Liang Wang Guo qiang. Applying Uniform Design to Genetic Algorithm[J]. Journal of South China University of Technology(Natural Science Edition), 2003, 31(5): 90-92 |
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| Authors: | Zou Liang Wang Guo qiang |
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| Abstract: | A method of applying uniform design to genetic algorithm for producing the initial population is introduced in this paper. The paper also indicated that because the crossover of GA depended on the initial population of GA, the diversity of the initial population is very important to the convergence of GA. Using the validating method that brought forward by De Jong , the paper validated that the method of applying uniform design to genetic algorithm could boost up the convergence of GA. |
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| Keywords: | genetic algorithm uniform design diversity |
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