Abstract
To solve generic multi-level production scheduling problem exisiting in most aerospace enterprises, an integrated optimization model was put forward. According to characteristics of multi-level production scheduling, a modeling strategy of decomposition-coordination and its solution were proposed. After constructing independent optimization models for each level's sub-problem, the ready times for upper-levels jobs and the machine release time for upper-levels' production were coordinated from lower-level to upper-level in turn, which achieved optimal solutions to each level and thus produced the final satisfactory solution to the overall problem. A numerical case study, which was coming from a real tri-level satellite production scheduling, was employed to verify and validate the modeling and optimization strategy. Result revealed that the method outperformed the conventional algorithms on both effectiveness and practicability.
| Original language | English |
|---|---|
| Pages (from-to) | 2395-2405 |
| Number of pages | 11 |
| Journal | Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS |
| Volume | 13 |
| Issue number | 12 |
| State | Published - Dec 2007 |
Keywords
- Decompose-coordinate strategy
- Evolutionary algorithm
- Multi-level production scheduling
- Multi-objective optimization
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