DocumentCode
829781
Title
Adaptive scheduling for high-volume shops
Author
Bispo, Carlos F G ; Sentieiro, João J S ; Hibberd, Roger D.
Volume
8
Issue
6
fYear
1992
fDate
12/1/1992 12:00:00 AM
Firstpage
696
Lastpage
706
Abstract
A conceptual algorithm for NP-hard scheduling problems that gives accurate reactive scheduling for high-volume shops is presented. The heuristic algorithm provides classical dispatch scheduling with an embedded optimization procedure. It delivers successive updates of the initially generated schedule by extending in an unconventional way the horizon of applicability. An adaptive mechanism is implemented. The successive schedule updates are generated using beam search. The conceptual algorithm is applied to problems where a periodic production pattern is assumed. Analysis of the algorithm´s behavior reveals that the performance measure converges to the calculated lower bounds and that the computational time can be polynomial, for each problem, in the number of parts to process
Keywords
computational complexity; convergence; optimisation; production control; scheduling; search problems; NP-hard scheduling; beam search; classical dispatch scheduling; complexity; conceptual algorithm; convergence; embedded optimization; heuristic algorithm; high-volume shops; performance measure; periodic production pattern; production control; Adaptive scheduling; Algorithm design and analysis; Heuristic algorithms; Job shop scheduling; Performance analysis; Polynomials; Processor scheduling; Production; Scheduling algorithm; Time measurement;
fLanguage
English
Journal_Title
Robotics and Automation, IEEE Transactions on
Publisher
ieee
ISSN
1042-296X
Type
jour
DOI
10.1109/70.182670
Filename
182670
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