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Modeling and optimization for a generic multi-level production scheduling

  • Rui Feng Shi*
  • , Yi Min Zhou
  • , Hong Zhou
  • , Chun Xia Shangguan
  • *Corresponding author for this work
  • Beihang University

Research output: Contribution to journalArticlepeer-review

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 languageEnglish
Pages (from-to)2395-2405
Number of pages11
JournalJisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS
Volume13
Issue number12
StatePublished - Dec 2007

Keywords

  • Decompose-coordinate strategy
  • Evolutionary algorithm
  • Multi-level production scheduling
  • Multi-objective optimization

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