Abstract
This paper develops a method for continuous-time scheduling problems in flexible manufacturing systems. The objective is to find the optimal schedule subject to different production constraints: precedence constraints (bills of materials), sequence-dependent setup times, finite machine capacities, and pressing demands. Differential equations along with mixed constraints are used to model production and setup processes in a canonical form of optimal control. The proposed approach to the search for the optimal solution is based on the maximum principle analysis and time-decomposition methodology. To develop fast near-optimal solution algorithms for sizable problems, we replace the general problem with a number of subproblems so that solving them iteratively provides tight lower and upper estimates of the optimal solution.
Original language | English |
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Pages (from-to) | 638-652 |
Number of pages | 15 |
Journal | IEEE Transactions on Automatic Control |
Volume | 45 |
Issue number | 4 |
DOIs | |
State | Published - 2000 |
Externally published | Yes |