Abstract
Changeover times can have a significant impact on the scheduling of manufacturing operations. Unfortunately, accounting for changeovers in mixed-integer programming (MIP) scheduling formulations makes the resulting models computationally more expensive. We propose five new formulations for sequence-dependent changeovers, applicable to a wide range of scheduling problems. We generate constraints for different sets of time points and sets of tasks. We also propose valid inequalities for makespan minimization. Furthermore, we prove results regarding the relative tightness of each formulation. Finally, we perform a computational study. Interestingly, we find that tighter formulations do not always lead to faster solution times, and we show that some of the new formulations perform better than the previously proposed ones.
Original language | English (US) |
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Pages (from-to) | 949-963 |
Number of pages | 15 |
Journal | European Journal of Operational Research |
Volume | 260 |
Issue number | 3 |
DOIs | |
State | Published - Aug 1 2017 |
Externally published | Yes |
All Science Journal Classification (ASJC) codes
- General Computer Science
- Modeling and Simulation
- Management Science and Operations Research
- Information Systems and Management
Keywords
- Formulation tightness
- Integer programming
- Manufacturing scheduling
- Scheduling