| 705 | 3 | 42 |
| 下载次数 | 被引频次 | 阅读次数 |
对如何降低乡村主要碳排放源之一的农产品物流进行研究，通过分析农产品配送作业环节产生二氧化碳和成本的因素，分别建立农产品配送物流碳排放模型和成本模型。采用基于自适应交叉变异的改进多目标粒子群算法对模型进行求解，并以周至县猕猴桃物流配送为例对算法进行验证。根据求解的Pareto优化结果得到农产品物流配送路径多种联合优化方案，即物流企业可以根据政府对碳排放量的限制以及自身经营目标选择合适的优化方案。
Abstract：How to reduce agricultural product logistics, one of the main carbon emission sources in rural areas. By analyzing the factors of carbon dioxide and cost in the process of agricultural product distribution, this paper establishes the carbon emission model and cost model of agricultural product distribution logistics respectively. The improved multi-objective particle swarm optimization algorithm based on adaptive cross mutation is used to solve the model, and the algorithm is verified by taking kiwi fruit logistics distribution in Zhouzhi County as an example. According to the Pareto optimization results, a variety of joint optimization schemes for the logistics distribution path of agricultural products are obtained, that is, logistics enterprises can choose the appropriate optimization scheme according to the government's restrictions on carbon emissions and their own business objectives.
[1] 中共中央国务院关于实施乡村振兴战略的意见[N].人民日报，2018-02-05(1).
[2] 张玮卓.乡村振兴背景下农村电商物流车辆路径优化问题研究[D].郑州：郑州大学，2021.
[3] DE KEIZER M,AKKERMAN R,GRUNOW M,et al.Logistics Network Design for Perishable Products with Heterogeneous Quality Decay[J].European Journal of Operational Research,2017,262(2):535-549.
[4] LIU L,WANG H,XING S H.Optimization of Distribution Planning for Agricultural Products in Logistics Based on Degree of Maturity[J].Computers and Electronics in Agriculture,2019,160:1-7.
[5] HAO H C,GUO J L,XIN Z C,et al.Research on e-Commerce Distribution Optimization of Rice Agricultural Products Based on Consumer Satisfaction[J].IEEE Access,2021,9:135304-135315.
[6] 刘雪雪.基于多层复杂网络的农产品智慧冷链物流配送路径研究[J].微型电脑应用，2022,38(9):77-79.
[7] 李莉，阿力米热木·阿合买提江，尹三平.基于遗传算法的物流运输路径优化研究-以乌鲁木齐邮政速递为例[J].微型电脑应用，2022,38(7):92-94.
[8] 杨玮，杨白月，王晓雅，等.低碳环境下冷链物流企业库存-配送优化[J].包装工程，2021,42(11):45-52.
[9] ZITZLER E,DEB K,THIELE L.Comparison of Multiobjective Evolutionary Algorithms:Empirical Results[J].Evolutionary Computation,2000,8(2):173-195.
基本信息:
中图分类号:F323;F259.2;TP18
引用信息:
[1]王晓雅,李博,党养性,等.乡村振兴战略下低碳农产品物流配送路径优化[J].微型电脑应用,2024,40(08):29-32.
基金信息:
陕西职业教育乡村振兴研究院2022年度研究课题(22ZD001); 2021年陕西高等职业教育教学改革研究重点攻关项目(21GG001); 杨凌职业技术学院2021年院内人文社科项目(SK21-27); 杨凌职业技术学院2022年院内科技创新项目(ZK22-77)
2024-08-20
2024-08-20