| 基于自适应遗传算法的网络化制造盟员选择研究 |
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| 引用本文： | 辛舟,王淑华.基于自适应遗传算法的网络化制造盟员选择研究[J].科学技术与工程,2009,9(17). |
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| 作者姓名： | 辛舟 王淑华 |
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| 作者单位： | 1. 兰州理工大学数字制造技术与应用省部共建教育部重点实验室,兰州,730050;兰州理工大学数字制造技术与应用省部共建教育部机电工程学院,兰州,730050
2. 兰州理工大学数字制造技术与应用省部共建教育部机电工程学院,兰州,730050 |
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| 摘 要： | 针对网络化制造中动态联盟盟员选择优化问题,分析了盟友的评价指标体系,建立了盟友选择的多目标优化模型,并在此基础上提出一种自适应遗传算法.该算法设计了自适应交叉和变异概率, 使其在遗传过程中根据适应度自动选择, 从而使群体中每个个体对环境的变化具有自适应调节能力.通过保持迭代过程的最优解, 加快了搜索速度, 并保证收敛于全局最优解.
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| 关 键 词： | 动态联盟 盟员选择 自适应遗传算法 |
Genetic Algorithm Based on Adaptive Network-based Selection of Manufacturing Federate |
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| XIN Zhou,WANG Shu-hua.Genetic Algorithm Based on Adaptive Network-based Selection of Manufacturing Federate[J].Science Technology and Engineering,2009,9(17). |
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| Authors: | XIN Zhou WANG Shu-hua |
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| Institution: | Key Laboratory of Digital Manufacturing Technology and Application 1;The Ministry of Education;and School of Mechanical and Electronical Engineering 2;Lanzhou Univ.of Tech.;Lanzhou 730050;P.R.China |
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| Abstract: | The manufacture of network-based dynamic the selected optimization problem Federate Alliance,analyed of the allied of the evaluation index system,allies set up a selection of multi-objective optimization model.In this based an adaptive genetic algorithm is obtained.The design of the adaptive algorithm is crossovered mutation probability to the process at the genetic automatic selection based on fitness.So that each individual group is changed on the environment adaptive capacity.Iterative process by maintai... |
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| Keywords: | dynamic alliance alliance member selection adaptive genetic algorithm |
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