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Learning based dynamic approach to job-shop scheduling
Liang W(梁炜); Yu HB(于海斌)
Department工业控制系统研究室
Conference NameInternational Conference on Info-Tech and Info-Net (ICII 2001)
Conference DateOctober 29 - November 1, 2001
Conference PlaceBEIJING, China
Author of SourceChina Assoc Sci & Technol, IEEE Beijing Ctr, ATM Forume, Beijing Internet Inst, IEEE Communicat Soc, IEEE Comp Soc, IEEE Control Soc, Global Informat Infrastruct Commiss, World Federat Engn Org, Int Federat Informat Proc, Internet Engn Task Force, Int Council Comp Commun, Chinese Inst Electr, Beijing Univ Posts & Telecommunicat
Source Publication2001 INTERNATIONAL CONFERENCES ON INFO-TECH AND INFO-NET PROCEEDINGS, CONFERENCE A-G - INFO-TECH & INFO-NET: A KEY TO BETTER LIFE
PublisherIEEE
Publication PlaceNEW YORK
2001
PagesC274-C279
Indexed ByEI ; CPCI(ISTP)
EI Accession number20161802322317
WOS IDWOS:000177471800252
Contribution Rank1
ISBN978-0-7803-7010-4
KeywordDynamic Scheduling Job-shop Fuzzy Logic Induced Learning
AbstractDynamic selection of scheduling rules during real operations has been recognized as a promising approach to the scheduling of the production. This paper studies the dynamic job-shop scheduling and presents a fuzzy logic based learning approach. Experiment results show that the presented method outperforms the basic rules which are proved to perform well for such problem and that the proposed approach computes quickly enough to meet the requirements of dynamic scheduling.
Language英语
Citation statistics
Document Type会议论文
Identifierhttp://ir.sia.cn/handle/173321/8098
Collection工业信息学研究室_工业控制系统研究室
Corresponding AuthorLiang W(梁炜)
AffiliationShenyang Institute of Automation, Chinese Academy of Science, No.114 Nanta Street, Shenyang City, China
Recommended Citation
GB/T 7714
Liang W,Yu HB. Learning based dynamic approach to job-shop scheduling[C]//China Assoc Sci & Technol, IEEE Beijing Ctr, ATM Forume, Beijing Internet Inst, IEEE Communicat Soc, IEEE Comp Soc, IEEE Control Soc, Global Informat Infrastruct Commiss, World Federat Engn Org, Int Federat Informat Proc, Internet Engn Task Force, Int Council Comp Commun, Chinese Inst Electr, Beijing Univ Posts & Telecommunicat. NEW YORK:IEEE,2001:C274-C279.
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