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.
Original language | English |
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Article number | 5692129 |
Pages (from-to) | 589-597 |
Number of pages | 9 |
Journal | IEEE Transactions on Automation Science and Engineering |
Volume | 8 |
Issue number | 3 |
DOIs | |
Publication status | Published - 2011 Jul |
All Science Journal Classification (ASJC) codes
- Control and Systems Engineering
- Electrical and Electronic Engineering