基于绿色评价的农产品冷链物流车辆路径优化

IF 0.6 Q4 AGRICULTURAL ENGINEERING
Jinhui Yu, Lili Cheng
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引用次数: 0

摘要

随着经济社会的发展和生活水平的提高,人们对生鲜产品的需求越来越大,巨大的需求带动了中国生鲜产品的快速增长。但新鲜产品容易变质、磨损,为保证产品质量,对运输提出了更高的要求。基于此,冷链物流车辆对农产品冷链物流的运输功能大大提高了农产品冷链运输效率。针对冷链物流配送车辆路径问题,在多辆冷藏车、一个配送中心、多种商品类型的情况下,以配送总成本和配送车辆的最优评价为目标,考虑车辆的经济性、环保性和可持续性,建立了冷链物流车辆路径优化模型。然后,建立了由成本指标、环境指标和质量指标组成的冷藏车评价指标体系,构建了冷藏车的AHP-TOPSIS(层次分析法,Order preference Technique for Similarity to an Ideal Solution)评价模型,得到了冷藏车的综合评价值。在车辆评价结果的基础上,建立了相应的农产品冷链物流车辆路径优化模型,设计了大规模邻域搜索SA算法求解实例,并将优化模型与不考虑车辆评价的优化模型进行了比较。实验结果表明,考虑车辆评价因素可以有效降低配送成本,增加车辆评价权重可以有效提高配送车队的绿色度和可持续性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
VEHICLE PATH OPTIMIZATION OF AGRICULTURAL PRODUCTS COLD CHAIN LOGISTICS BASED ON GREEN EVALUATION
With the development of the economy and society and the improvement of living standards, the demand for fresh products is increasing, and the huge demand has driven the rapid growth of fresh products in China. However, fresh products are prone to spoilage and wear, and higher transportation requirements are put forward to ensure product quality. Based on this, the transportation function of cold chain logistics vehicles on farm products cold chain logistics greatly improves the cold chain transportation efficiency of agricultural products. Aiming at the vehicle path problem of cold chain logistics distribution and under multiple refrigerated trucks, a single distribution center, and multiple commodity types, a path optimization model of cold chain logistics vehicles was established with the optimal evaluation of total distribution cost and distribution vehicles as the objective considering the economy, greenness, and sustainability of vehicles. Then, an evaluation index system of refrigerated trucks consisting of cost index, environmental index and quality index was established, an AHP-TOPSIS (Analytic Hierarchy Process, Technique for Order Preference by Similarity to an Ideal Solution) evaluation model of refrigerated trucks was constructed, and the comprehensive evaluation value of refrigerated trucks was obtained. On the basis of vehicle evaluation results, the corresponding vehicle path optimization model of agricultural cold chain logistics was established, the large-scale neighborhood search SA algorithm was designed to solve an example, and the optimization model was compared with the optimization model without considering vehicle evaluation. The experimental results show that considering the vehicle evaluation factors can effectively reduce the distribution cost, and increasing the vehicle evaluation weight can effectively improve the greenness and sustainability of the distribution fleet.
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来源期刊
INMATEH-Agricultural Engineering
INMATEH-Agricultural Engineering AGRICULTURAL ENGINEERING-
CiteScore
1.30
自引率
57.10%
发文量
98
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