| 蚁群系统模型的比较及参数优化 |
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| 引用本文： | 马立肖,才秀凤,赵占芳,王楠.蚁群系统模型的比较及参数优化[J].数字社区&智能家居,2007(3):1324-1325. |
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| 作者姓名： | 马立肖 才秀凤 赵占芳 王楠 |
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| 作者单位： | 石家庄经济学院信息工程学院,河北石家庄050031 |
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| 摘 要： | 蚁群算法是一种模拟进化算法，根据信息素更新策略的不同，蚁群系统模型分为蚁密系统、蚁量系统和蚁周系统。本文对三种模型的原理、特点进行研究，并通过仿真实验分析三种模型的性能及参数对其性能的影响，进而提出的参数优化规则，有利于蚁群算法在组合优化问题中的推广和应用。
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| 关 键 词： | 蚁群算法 蚁密系统 蚁量系统 蚁周系统 信息素 |
| 文章编号： | 1009-3044（2007）05-11324-02 |
| 收稿时间： | 2007-02-27 |
Comparison and Parameter Optimization of Ant Colony System |
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| MA Xiao-li, CAI Xiu-feng, ZHAO Zhan-fang,WANO Nan.Comparison and Parameter Optimization of Ant Colony System[J].Digital Community & Smart Home,2007(3):1324-1325. |
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| Authors: | MA Xiao-li CAI Xiu-feng ZHAO Zhan-fang WANO Nan |
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| Abstract: | The ant colony algorithm is a simulated evolutionary algorithm, according the differently of the pheromone updating rule, there are three kind of model such as ant-density system, ant-quantity system and ant-cycle system. This paper presents the principle, the characteristics about the Ant colony system, Experimental analyses are carried out on the performance and the influence of parameters, and the basic principles for the parameter selection are provided. The result from this paper are beneficial to the application and development of the ant colony algorithm in optimization problem. |
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| Keywords: | Ant-colony algorithm Ant-Density system Ant-Quantity system Ant-Cycle System Pheromone |
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