SIA OpenIR  > 智能产线与系统研究室
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)
Department装备制造技术研究室
Source PublicationICIC Express Letters
ISSN1881-803X
2014
Volume8Issue:6Pages:1659-1663
Indexed ByEI
EI Accession number20142717903755
Contribution Rank1
KeywordAnt Colony Optimization Flexible Manufacturing Systems Multi Agent Systems Scheduling
AbstractAn 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.
Language英语
Document Type期刊论文
Identifierhttp://ir.sia.cn/handle/173321/15057
Collection智能产线与系统研究室
Corresponding AuthorWei YZ(魏英姿)
Affiliation1.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
Recommended Citation
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.
Files in This Item: Download All
File Name/Size DocType Version Access License
ANT COLONY INTELLIGE(910KB) 开放获取CC BY-NC-SAView Download
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wei YZ(魏英姿)]'s Articles
[Gu KF(谷侃锋)]'s Articles
[Qin LJ(秦丽娟)]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wei YZ(魏英姿)]'s Articles
[Gu KF(谷侃锋)]'s Articles
[Qin LJ(秦丽娟)]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wei YZ(魏英姿)]'s Articles
[Gu KF(谷侃锋)]'s Articles
[Qin LJ(秦丽娟)]'s Articles
Terms of Use
No data!
Social Bookmark/Share
File name: ANT COLONY INTELLIGENCE FOR FLEXIBLE MANUFACTURING SCHEDULING IN THE FRAMEWORK OF CONTRACT-NET PROTOCOL.pdf
Format: Adobe PDF
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.