Wu, Tao and Akartunali, Kerem and Song, Jie and Shi, Leyuan (2012) Mixed integer programming in production planning with backlogging and setup carryover : modeling and algorithms. Discrete Event Dynamic Systems. ISSN 0924-6703 (In Press)
PDF (DEDS Preprint)
DISC_preprint.pdf - Draft Version
Available under License Unspecified.
This paper proposes a mixed integer programming formulation for modeling the capacitated multi-level lot sizing problem with both backlogging and setup carryover. Based on the model formulation, a progressive time-oriented decomposition heuristic framework is then proposed, where improvement and construction heuristics are effectively combined, therefore efficiently avoiding the weaknesses associated with the one-time decisions made by other classical time-oriented decomposition algorithms. Computational results show that the proposed optimization framework provides competitive solutions within a reasonable time.
|Keywords:||lot-sizing, setup carryover, backlogging, progressive time-oriented decomposition heuristic, Management. Industrial Management, Modelling and Simulation, Control and Systems Engineering, Electrical and Electronic Engineering|
|Subjects:||Social Sciences > Industries. Land use. Labor > Management. Industrial Management|
|Department:||Strathclyde Business School > Management Science|
|Depositing user:||Pure Administrator|
|Date Deposited:||18 Jul 2012 10:12|
|Last modified:||17 Oct 2015 00:11|
Actions (login required)