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

被引:36
作者
Prajapati, Dhirendra [1 ]
Chan, Felix T. S. [2 ]
Daultani, Yash [3 ]
Pratap, Saurabh [4 ]
机构
[1] Indian Inst Informat Technol, Jabalpur, India
[2] Macau Univ Sci & Technol, Dept Decis Sci, Taipa, Macao, Peoples R China
[3] Indian Inst Management Lucknow, Operat Management Grp, Lucknow, Uttar Pradesh, India
[4] Indian Inst Technol IIT BHU, Dept Mech Engn, Varanasi, Uttar Pradesh, India
关键词
E-commerce; sustainability; metaheuristic; agro-food grains supply chain; triple-bottom line; LARGE NEIGHBORHOOD SEARCH; SUPPLY CHAIN; OPTIMIZATION; ALGORITHM; DELIVERY; DESIGN; IMPACT;
D O I
10.1080/00207543.2022.2034192
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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.
引用
收藏
页码:7319 / 7344
页数:26
相关论文
共 65 条
[1]   Sustainable agro-food supply chain design using two-stage hybrid multi-objective decision-making approach [J].
Allaoui, Hamid ;
Guo, Yuhan ;
Choudhary, Alok ;
Bloemhof, Jacqueline .
COMPUTERS & OPERATIONS RESEARCH, 2018, 89 :369-384
[2]   Understanding the impact of e-commerce on last-mile light goods vehicle activity in urban areas: The case of London [J].
Allen, J. ;
Piecyk, M. ;
Piotrowska, M. ;
McLeod, F. ;
Cherrett, T. ;
Ghali, K. ;
Nguyen, T. ;
Bektas, T. ;
Bates, O. ;
Friday, A. ;
Wise, S. ;
Austwick, M. .
TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT, 2018, 61 :325-338
[3]   Food safety issues in fresh produce supply chain with particular reference to sub-Saharan Africa [J].
Aworh, O. Charles .
FOOD CONTROL, 2021, 123
[4]  
Bahri Virat, 2020, INDIA BUSINESS TRADE
[5]   Dual-channel supply chain: A strategy to maximize profit [J].
Batarfi, Raaid ;
Jaber, Mohamad Y. ;
Zanoni, Simone .
APPLIED MATHEMATICAL MODELLING, 2016, 40 (21-22) :9454-9473
[6]   The Pollution-Routing Problem [J].
Bektas, Tolga ;
Laporte, Gilbert .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2011, 45 (08) :1232-1250
[7]   Integrating first-mile pickup and last-mile delivery on shared vehicle routes for efficient urban e-commerce distribution [J].
Bergmann, Felix M. ;
Wagner, Stephan M. ;
Winkenbach, Matthias .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2020, 131 :26-62
[9]   Differential Evolution Using a Neighborhood-Based Mutation Operator [J].
Das, Swagatam ;
Abraham, Ajith ;
Chakraborty, Uday K. ;
Konar, Amit .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2009, 13 (03) :526-553
[10]   A review on sustainable urban vehicle routing [J].
Dundar, Hasan ;
Omurgonulsen, Mine ;
Soysal, Mehmet .
JOURNAL OF CLEANER PRODUCTION, 2021, 285