DocumentCode :
1429550
Title :
IP-Based Real-Time Dispatching for Two-Machine Batching Problem With Time Window Constraints
Author :
Ham, Myoungsoo ; Lee, Young Hoon ; An, Jaehyung
Author_Institution :
Syst. Eng., Samsung Austin Semicond., Austin, TX, USA
Volume :
8
Issue :
3
fYear :
2011
fDate :
7/1/2011 12:00:00 AM
Firstpage :
589
Lastpage :
597
Abstract :
A binary integer programming based real-time dispatching heuristic (i-RTD) approach to minimize the makespan of the two-machine batching flow-shop problem with time window constraints is presented for the first time. By scheduling only necessary batches at each iteration, i -RTD works with considerably fewer binary variables so that it runs in real-time. The experimental study demonstrates the proposed i-RTD can generate the efficient solution in real-time, which implies we can implement the proposed approach into real industry where a quick and efficient schedule is required.
Keywords :
batch production systems; constraint theory; dispatching; flow shop scheduling; integer programming; semiconductor device manufacture; best fit method; binary integer programming; flow shop problem; iteration; job reservation transactions; realtime dispatching heuristic approach; scheduling; semiconductor manufacturing process; time window constraints; two machine batching problem; Computational modeling; Dispatching; Job shop scheduling; Manufacturing; Optimal scheduling; Real time systems; Time factors; Batching; dispatching; integer programming; real-time scheduling; time window;
fLanguage :
English
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1545-5955
Type :
jour
DOI :
10.1109/TASE.2010.2098867
Filename :
5692129
Link To Document :
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