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Multiobjective optimisation of production, distribution and capacity planning of global supply chains in the process industry

机译:流程工业中全球供应链的生产,分销和产能计划的多目标优化

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摘要

The performance of a supply chain should usually be measured by multiple criteria. We address production, distribution and capacity planning of global supply chains considering cost, responsiveness and customer service level simultaneously. A multiobjective mixed-integer linear programming (M1LP) approach is developed with total cost, total flow time and total lost sales as key objectives. Also, two strategies to expand the formulation plants' capacities are considered in the model. The ε-constraint method and lexicographic minimax method are used as solution approaches to tackle the multi-objective problem. Finally, a numerical example is investigated to demonstrate the applicability of the proposed model and solution approaches.
机译:供应链的绩效通常应通过多个标准来衡量。我们同时考虑成本,响应能力和客户服务水平,致力于全球供应链的生产,分销和容量规划。开发了一种以总成本,总流程时间和总销售损失为主要目标的多目标混合整数线性规划(M1LP)方法。此外,模型中考虑了两种扩大配方工厂产能的策略。 ε约束方法和字典极小极大方法被用作解决多目标问题的解决方法。最后,通过算例验证了所提模型和求解方法的适用性。

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