首页 | 本学科首页   官方微博 | 高级检索  
     

基于免疫克隆选择算法的混合流水车间调度问题的研究
引用本文:刘烽,杨涛,游海,俎宇鹏,刘文明.基于免疫克隆选择算法的混合流水车间调度问题的研究[J].计算机与网络,2011(21):67-70.
作者姓名:刘烽  杨涛  游海  俎宇鹏  刘文明
作者单位:解放军72506部队,河南确山463219
摘    要:本文针对混合流水车间调度问题,以最大流程时间最小为目标函数,建立了混合整数数学规划模型;将具有解决复杂组合优化问题的免疫克隆选择算法(ICA)应用于求解混合流水车间调度问题,详细描述了ICA算法求解HFSP问题的步骤;为了验证算法的有效性,仿真对比了遗传算法和ICA算法的性能,与文献结果比较,结果表明ICA算法求解HFSP问题可行性和有效性。

关 键 词:混合流水车间  调度  克隆选择  人工免疫系统

Research on Hybrid Flow-shop Scheduling Problem Based on Immune Clonal Selection Algorithm
Affiliation:LIU Feng, YANG Tao, YOU Hai, ZU Yu-peng, LIU Wen-rning (Unit 72506 of PLA, Queshan Henan 463219,China)
Abstract:In this paper ,the mixed-integer nonlinear programming model is established for hybrid flow-shop scheduling problem (HFSP),with the minimum of makespan as the objective function.Clonal selction algorithm (ICA) which has the ability of solution to complex combinatorial optimization problem is applied to HFSP.The steps of solution to HFSP by ICA are presented concretely, To validate the availability of the method,the performance of genetic algorithm between ICA is compared by the simulating experimentation. Compared with the references,the experimental results indicate the availability and effectivity of ICA for solution to HFSP.
Keywords:Hybrid Flow-shop  scheduling  donal selection  artificial immune system
本文献已被 维普 等数据库收录!
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号