期刊
52ND CIRP CONFERENCE ON MANUFACTURING SYSTEMS (CMS)
卷 81, 期 -, 页码 594-599出版社
ELSEVIER
DOI: 10.1016/j.procir.2019.03.161
关键词
facility layout; unequal area; demand uncertainty; robust optimization
资金
- National Key R&D Program of China [2016YFD0701105]
- National Natural Science Foundation of China [51675051]
Owing to the dramatic increase of the individualized demand, mass customization has become a mainstream production mode with product demand uncertainty, which leads to logistics uncertainties at each production stage. To handle these different types of uncertainties, a hybrid robust optimization model for unequal-area dynamic facility layout problem (UA-DFLP) considering the location of pick-up and drop-off points (P/D points) is proposed. Furthermore, an improved particle swarm optimization (PSO) algorithm is developed to solve the proposed model. A real case acquired from an assembly line demonstrates the effectiveness of the approach. (C) 2019 The Authors. Published by Elsevier Ltd.
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