| 一种改进的基于成熟前收敛判断的自适应遗传算法 |
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| 引用本文： | 严峻.一种改进的基于成熟前收敛判断的自适应遗传算法[J].南京邮电大学学报(自然科学版),1999(1). |
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| 作者姓名： | 严峻 |
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| 作者单位： | 南京邮电学院 |
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| 摘 要： | 针对传统遗传算法存在的缺陷，提出了一种改进的具有成熟前收敛判断的自适应遗传算法。仿真实验表明，同传统的遗传算法和一般的自适应遗传算法相比，改进后的算法性能有了较明显的提高。
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| 关 键 词： | 遗传算法 成熟前收敛 自适应算法 |
An Improved Adaptive Genetic Algorithm Based on the Criterion of Premature Convergence |
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| YAN,Jun.An Improved Adaptive Genetic Algorithm Based on the Criterion of Premature Convergence[J].Journal of Nanjing University of Posts and Telecommunications,1999(1). |
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| Authors: | YAN Jun |
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| Institution: | YAN Jun Department of Information Engineering,Nanjing University of Posts and Telecommunications,Nanjing 210003,China |
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| Abstract: | In this paper,in the light of the weakness of the traditional Genetic Algorithm(GA),an improved adaptive GA with the criterion of premature convergence is presented.Simulation results show that comparing with the traditional GA or the normal adaptive GA,an obvious improvement has been made in the performance of the improved algorithm. |
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| Keywords: | Genetic algorithm Premature convergence Adaptive algorithm |
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