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
fDate :
7/1/2011 12:00:00 AM
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;
Journal_Title :
Automation Science and Engineering, IEEE Transactions on
DOI :
10.1109/TASE.2010.2098867