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DOI:
计算机系统应用英文版:2014,23(10):158-161
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改进布谷鸟搜索算法求解批量流水线调度问题
(广西外国语学院 信息工程学院, 南宁 530222)
Improved Cuckoo Search Algorithm for Lot-streaming Flow Shop Schedule Problem
(College of Information Engineering, Guangxi University Of Foreign Languages, Nanning 530222, China)
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Received:February 19, 2014    Revised:March 17, 2014
中文摘要: 针对以最大完工时间为目标的批量流水线调度问题,提出一种改进的布谷鸟搜索算法. 该算法采用排序规则的编码方式,将连续个体值的布谷鸟搜索算法直接应用于离散的调度问题. 其次,在布谷鸟搜索算法的基础上,一个简单而有效的局部搜索用于批量流水线调度问题的探索. 仿真实验表明所提出算法的可行性和有效性.
Abstract:An Improved Cuckoo Search(ICS)algorithm is presented for Lot-streaming Flow shop Scheduling Problem(LFSP)with objectives of makespan. Ordering rule is applied to enable the continuous cuckoo search algorithm to be applied to discrete scheduling problem. Then, after the CS-based exploration, a simple but efficient local search, which is designed according to the LFSP' landscape, is applied to emphasize exploitation. Simulation results show the feasibility and effectiveness of the proposed algorithms.
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郑洪清.改进布谷鸟搜索算法求解批量流水线调度问题.计算机系统应用,2014,23(10):158-161
ZHENG Hong-Qing.Improved Cuckoo Search Algorithm for Lot-streaming Flow Shop Schedule Problem.COMPUTER SYSTEMS APPLICATIONS,2014,23(10):158-161