期刊
INTERFACES
卷 48, 期 6, 页码 578-590出版社
INFORMS
DOI: 10.1287/inte.2018.0973
关键词
production and distribution planning; mixed-integer programming; integrated OR models; decision support systems; DSS graphical interface; networks
资金
- National Natural Science Foundation of China [71771222]
For a logistics manager, the problem of making decisions on production and distribution planning is important but difficult to solve, especially when these decisions involve many products and complicated constraints. This work addresses the development of a decision support system (DSS) and its mathematical model to solve such problems at Danone Waters China Division, one of the China's largest producers and wholesalers of water and beverages. The DSS is a multistage integration project designed with the objective of integrating operations research tools and techniques into the production and distribution planning process. We first formulate this problem as a mixed-integer program, which involves the production, transportation, and storage costs and the constraint conditions. We then provide customizable options to the Danone Waters managers through simple graphical interfaces. We next develop a method of data collection and preprocessing and solve the model using optimization algorithms. The results show that this approach significantly increases efficiency and reduces total cost. In this paper, we also identify an approach for integrating operations research tools and techniques into the planning process.
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