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基于协同免疫克隆算法的中间储罐时间有限的模糊不确定Flow Shop调度问题
发表时间:2012-04-30 浏览量:1593 下载量:447
| 全部作者: | 顾幸生,靳费慧 |
| 作者单位: | 华东理工大学自动化研究所 |
| 摘 要: | 针对中间储罐时间有限的模糊不确定Flow Shop调度问题,将克隆选择机制和免疫系统原理结合起来,引入突变概率自适应变化和协同进化思想,提出一种新的解决此类调度问题的改进协同免疫克隆算法。仿真结果表明:该算法收敛速度明显优于免疫算法和免疫克隆算法,验证了该算法的有效性和优越性。 |
| 关 键 词: | 管理信息系统生产调度;克隆选择;免疫算法;协同进化;不确定;模糊 |
| Title: | Research on fuzzy uncertain Flow Shop scheduling problem with finite intermediate storage time based on co-evolutionary immune clone algorithm |
| Author: | GU Xingsheng, JIN Feihui |
| Organization: | Research Institute of Automation, East China University of Science and Technology |
| Abstract: | This paper develops a co-evolutionary immune clone algorithm for the fuzzy uncertain flow shop scheduling problem with finite intermediate storage tank time. The clonal selection mechanism and immune system are combined together. A new idea of adaptive mutation probability and co-evolutionary is presented. Simulation results show that the speed of convergence of the algorithm is superior to immune algorithm and immune clone algorithm. |
| Key words: | flow shop scheduling; clonal selection; immune system; co-evolutionary; uncertain; fuzzy |
| 发表期数: | 2012年4月第8期 |
| 引用格式: | 顾幸生,靳费慧. 基于协同免疫克隆算法的中间储罐时间有限的模糊不确定Flow Shop调度问题[J]. 中国科技论文在线精品论文,2012,5(8):784-793. |
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