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Ant colony intelligence for flexible manufacturing scheduling in the framework of contract-net protocol
Wei YZ(魏英姿); Gu KF(谷侃锋); Qin LJ(秦丽娟)
作者部门装备制造技术研究室
关键词Ant Colony Optimization Flexible Manufacturing Systems Multi Agent Systems Scheduling
发表期刊ICIC Express Letters
ISSN1881-803X
2014
卷号8期号:6页码:1659-1663
收录类别EI
EI收录号20142717903755
产权排序1
摘要An efficient agent-based flexible scheduling is built for real-world manufacturing systems in this paper. Considering the alternative processes and alternative machines, the allocation of manufacturing resources is achieved through negotiation among the job and machine agents in a multi-agent system (MAS). Ant Colony Intelligence (ACI) is proposed to be combined with Contract Net Protocol (CNP) so as to make agents adaptive to the changing circumstance. In the framework of CNP, the interactive bidding process is adopted. ACI is integrated into both machine agents and job agents to solve the task allocation and sequencing problem. CNP is introduced to allow the agents to cooperate and coordinate their local schedules in order to find globally near-optimal robust schedules. The negotiation protocol is an interactive bidding mechanism based on the hybrid contract net protocol. The implementation of the issues using CNP model is discussed. Experimental results verify the effectiveness and efficiency of the proposed algorithm integrated with ant-inspired coordination.
语种英语
文献类型期刊论文
条目标识符http://ir.sia.cn/handle/173321/15057
专题装备制造技术研究室
通讯作者Wei YZ(魏英姿)
作者单位1.School of Information Science and Technology, Shenyang Ligong University, No. 6, Nanping Center Road, Hunnan New District, Shenyang 110159, China
2.Advanced Equipment Department, Shenyang Institute of Automation, Chinese Academy of Science, Hunnan New District, Shenyang 110179, China
推荐引用方式
GB/T 7714
Wei YZ,Gu KF,Qin LJ. Ant colony intelligence for flexible manufacturing scheduling in the framework of contract-net protocol[J]. ICIC Express Letters,2014,8(6):1659-1663.
APA Wei YZ,Gu KF,&Qin LJ.(2014).Ant colony intelligence for flexible manufacturing scheduling in the framework of contract-net protocol.ICIC Express Letters,8(6),1659-1663.
MLA Wei YZ,et al."Ant colony intelligence for flexible manufacturing scheduling in the framework of contract-net protocol".ICIC Express Letters 8.6(2014):1659-1663.
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文件名: ANT COLONY INTELLIGENCE FOR FLEXIBLE MANUFACTURING SCHEDULING IN THE FRAMEWORK OF CONTRACT-NET PROTOCOL.pdf
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