分析闭环供应链中现金流NPV最大的模糊库存-生产-配送综合规划问题

A. H. Nobil, A. Taleizadeh
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引用次数: 11

摘要

本文提出了模糊环境下企业现金流净现值最大化的库存-生产-配送一体化规划模型。提出了一个包含多个供应商、多个制造工厂和一些客户的闭环供应链模型。假设目标函数系数和客户需求为三角模糊数。本研究试图降低供应链的总成本,包括原材料的采购、生产、仓储、运输和返工成本。因此,本研究的目的是确定原材料的订单数量和产品的生产数量,使NPV最大化。本文的主要特点是提出了一个基于模糊决策方法的规范框架,用于解决不确定/未知环境下三梯次CLSC的现金流NPV生产-分配规划问题。在此基础上,提出了一种基于扩散的线性规划求解方法。最后,用一个假设的数值例子检验了所提出方法的性能,并讨论了所提出模型的发现。
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Analysing a fuzzy integrated inventory-production-distribution planning problem with maximum NPV of cash flows in a closed-loop supply chain
This research presents an integrated inventory-production-distribution planning model to maximise the net present value (NPV) of cash flows under fuzzy environment. The proposed model for a closed-loop supply chain (CLSC) including multiple suppliers, several manufacturing plants, and some customers is proposed. The objective function coefficients and customers' demand are assumed as the triangular fuzzy numbers. This study attempts to reduce the chain total costs including raw material procurement, production, warehousing, transportation, and reworking costs. So, the aim of this research is to determine the order quantity of raw material and production quantity of product, such that the NPV is maximised. The key feature of this work is presenting a normative framework based on the fuzzy decision-making approach to solve the production-distribution programming problems using NPV of cash flows for a three-echelon CLSC under uncertain/unknown environment. Moreover, a new solution method based on diffuzification by linear programming (LP) method is developed. At the end, performance of the proposed approach is examined using a hypothetical numerical example and also findings of the proposed model are discussed.
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