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Traceability using RFID and its formulation for a kiwifruit supply chain

机译:使用RFID及其猕猴桃供应链配方的可追溯性

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摘要

Traceability is one of the most important requirements in a fruit supply chain. It helps in keeping a track over the quality, perishability and freshness of the fruits which are the foremost concern for maintaining customer satisfaction. In this paper, we consider a case of kiwifruit supply chain and analyze the impact of traceability using Radio Frequency Identification (RFID) tags. A multi-objective integer non-linear programming model (MOINLP) is formulated considering two objective functions which include (ⅰ) minimization of the total costs incorporating logistics costs and costs of implementing RFID tags and (ⅱ) minimization of liability costs on occurrence of contamination. To compute this problem, a newly developed approach of Plant Pollinator Optimization Algorithm (PPO) has been implemented and a comparison with the well-known Non-dominated Sorting Genetic Algorithm-Ⅱ (NSGA-Ⅱ) is performed. Insights evolving out of this study can help the Supply Chain Managers in minimizing the risks of delivery of perished fruits by tracing it at an earlier stage and thus reducing the liability costs.
机译:可追溯性是水果供应链中最重要的要求之一。它有助于跟踪水果的质量,易腐性和新鲜度,这是保持客户满意度的首要考虑因素。在本文中,我们考虑了猕猴桃供应链的情况,并使用射频识别(RFID)标签分析了可追溯性的影响。考虑到两个目标函数,制定了多目标整数非线性规划模型(MOINLP),其中包括(ⅰ)降低包括物流成本和实施RFID标签的成本在内的总成本,以及(ⅱ)发生污染时的责任成本最小化。为了解决这个问题,已经实施了一种新开发的植物授粉优化算法(PPO),并与著名的非支配排序遗传算法-Ⅱ(NSGA-Ⅱ)进行了比较。这项研究得出的见解可以帮助供应链管理者通过在早期阶段进行跟踪来减少水果的运送风险,从而降低责任成本。

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