电子商务行业中农产品粮食的可持续车辆路径问题

Sustainable vehicle routing of agro-food grains in the e-commerce industry

International Journal of Production Research · 2022
被引 47
ABS 3

中文导读

研究了电子商务中农产品粮食的可持续供应链问题,提出了一个整合首程取货和末程配送的优化模型,考虑了成本、碳排放和社会因素,并用四种自然启发算法求解,为发展中国家电商实践提供管理启示。

Abstract

As a result of rapid industrialisation, rising food demand globally, and, increasing concerns associated with food safety and quality, the implementation of sustainable supply chain concepts is becoming critically important to the agro-food sector. This paper introduces an integrated first-mile pickup and last-mile delivery logistics problem, where agro-food grains are available at multiple farmer’s locations and are in demand by businesses like e-retailers, supermarkets, grocery shops, restaurants, hotels, etc. In addition, this work addresses a sustainable framework for agro-food grains supply chain (AFGSC) in urban and rural areas for e-commerce in developing countries. The proposed optimisation model considers costs related to first-mile pickup, transportation with last-mile delivery, carbon emission tax, inventory holding, vehicle and food damage due to accidents, and penalties on late pickup and delivery. This model also takes environmental and social (due to accidents) sustainability aspects into consideration, along with the economic aspects of sustainability. To solve the large complex practical scenarios by using four nature-inspired algorithms. The obtained results of this study are used to recommend significant managerial insights for implementing AFGSC in the e-commerce industry in considering practical conditions. Moreover, policy implications in terms of economic, social, and environmental aspects of sustainability are also discussed.

可持续供应链车辆路径问题电子商务农产品物流最后一公里配送