| 基于Agent的同类机智能调度算法 |
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| 引用本文： | 李凯,左春荣,任明仑. 基于Agent的同类机智能调度算法[J]. 农业机械学报, 2009, 40(2): 184-189 |
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| 作者姓名： | 李凯 左春荣 任明仑 |
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| 作者单位： | 合肥工业大学管理学院,合肥,230009 |
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| 基金项目： | 国家自然科学基金,国家高技术研究发展计划(863计划),合肥工业大学科学研究发展基金 |
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| 摘 要： | 研究了目标函数是最小化最大完成时间的同类机调度问题,且作业到达时间可能不同.此问题被证明是NP-hard问题.为此问题构建了一个基于Agent的智能调度算法ABH,使得机器具有一定的智能性,从而实现工厂调度的自动化.给出了用于调度的两类Agent的语义描述,进而给出ABH算法描述.大量随机数据实验结果表明,ABH算法性能明显优越于现有算法,其相对于最优解的平均误差收敛达0.084%.
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| 关 键 词： | 同类机 智能调度 最大完成时间 到达时间 |
Agent-based Intelligent Algorithm for Uniform Parallel Machine Scheduling Problem |
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| Li Kai,Zuo Chunrong,Ren Minglun. Agent-based Intelligent Algorithm for Uniform Parallel Machine Scheduling Problem[J]. Transactions of the Chinese Society for Agricultural Machinery, 2009, 40(2): 184-189 |
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| Authors: | Li Kai Zuo Chunrong Ren Minglun |
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| Affiliation: | School of Management;Hefei University of Technology;Hefei 230009;China |
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| Abstract: | A uniform parallel machine scheduling problem with release dates to minimize makespan was considered.This problem is at least NP-hard.Algorithm ABH,which was an intelligent scheduling algorithm based on Agent technology in order to realize the manufacturing scheduling process robotized by means of the intelligence of machine,has been developed for the problem.Semantic description of two kinds to the Agent was given.The results and analysis of quite extensive computational experiments were reported and discu... |
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| Keywords: | Agent |
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