A Swap-Body Vehicle Routing Problem Considering Fuel Consumption Management and Multiple Vehicle Trips

被引:0
|
作者
Peng, Yong [1 ]
Zhang, Yali [1 ]
Yu, Dennis Z. [2 ]
Liu, Song [1 ]
Li, Yuanjun [3 ]
Shi, Yangyan [4 ]
机构
[1] Chongqing Jiaotong Univ, Sch Traff & Transportat, Chongqing 400074, Peoples R China
[2] Clarkson Univ, David D Reh Sch Business, Potsdam, NY 13699 USA
[3] Chongqing Jiangjin Dist Rd Transportat Affairs Ctr, Chongqing 402218, Peoples R China
[4] Macquarie Univ, Macquarie Business Sch, Sydney 2109, Australia
来源
FUTURE TRANSPORTATION | 2024年 / 4卷 / 03期
关键词
swap-body vehicle routing problem; fuel consumption management; multiple trips; heuristic algorithm; local search; DIESEL VEHICLES; LOCAL SEARCH; ALGORITHM; EMISSIONS; MODEL;
D O I
10.3390/futuretransp4030048
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
The swap-body vehicle routing problem (SBVRP) represents a specialized extension of the traditional vehicle routing problem (VRP), incorporating additional practical complexities. Effective fuel consumption management and the scheduling of multiple vehicle trips are pivotal strategies for reducing costs and ensuring the sustainability of distribution systems. In response to the acceleration of urbanization, the rising demand for logistics, and the deteriorating living environment, we introduce an SBVRP considering fuel consumption and multiple trips to enable greener, cheaper, and more efficient delivery methods. To tackle the SBVRP, we propose a hybrid multi-population genetic algorithm enhanced with local search techniques to explore various areas of the search space. Computational experiments demonstrate the efficiency of the proposed method and the effectiveness of its components. The algorithm developed in this study provides an optimized solution to the VRP, focusing on achieving environmentally friendly, sustainable, and cost-effective transportation by reducing energy consumption and promoting the rational use of resources.
引用
收藏
页码:1000 / 1021
页数:22
相关论文
共 50 条
  • [31] Vehicle Routing Problem with Simultaneous Pickups and Deliveries and Time Windows Considering Fuel Consumption and Carbon Emissions
    Hao Gang
    Gou Zhijing
    Yang Peng
    Sun Junqing
    PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, : 3000 - 3005
  • [32] Development of a fuel consumption optimization model for the capacitated vehicle routing problem
    Xiao, Yiyong
    Zhao, Qiuhong
    Kaku, Ikou
    Xu, Yuchun
    COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (07) : 1419 - 1431
  • [33] Heterogeneous Electric Vehicle Routing Problem with Multiple Compartments and Multiple Trips for the Collection of Classified Waste
    Liu, Zhishuo
    Sun, Lujing
    Zuo, Xingquan
    Li, Haoxiang
    International Journal of Crowd Science, 2024, 8 (03) : 130 - 139
  • [34] A metaheuristic based on a pool of routes for the vehicle routing problem with multiple trips and time windows
    Wang, Z.
    Liang, W.
    Hu, X.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2014, 65 (01) : 37 - 48
  • [35] Disruption management of the vehicle routing problem with vehicle breakdown
    Mu, Q.
    Fu, Z.
    Lysgaard, J.
    Eglese, R.
    JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2011, 62 (04) : 742 - 749
  • [36] Vehicle Routing Problem Considering Reconnaissance and Transportation
    Ju, Byungjun
    Kim, Minsu
    Moon, Ilkyeong
    SUSTAINABILITY, 2021, 13 (06)
  • [37] The efficient routing approach of a vehicle under the vehicle routing problem with simultaneous delivery and pickup for reducing the fuel consumption and pollutants emission
    Yeasmin N.
    Parveen S.
    International Journal of Industrial and Systems Engineering, 2022, 41 (04) : 502 - 518
  • [38] Vehicle Routing Problem Modelling to Minimize A Number of Vehicle by Considering Heterogenous Fleet Vehicle
    Arvianto, Ary
    Budiawan, Wiwik
    Perkasa, Dwi Satria
    Laksosno, Pringgo Widyo
    Saptadi, Singgih
    PROCEEDING JOINT INTERNATIONAL CONFERENCE ON ELECTRIC VEHICULAR TECHNOLOGY AND INDUSTRIAL, MECHANICAL, ELECTRICAL, AND CHEMICAL ENGINEERING (ICEVT & IMECE), 2015, : 380 - 388
  • [39] The humanitarian vehicle routing problem with non-routineness of trips
    Alturki, Ibrahim
    Lee, Seokcheon
    SOCIO-ECONOMIC PLANNING SCIENCES, 2024, 92
  • [40] A cluster-first route-second approach for the swap body vehicle routing problem
    Juan José Miranda-Bront
    Brian Curcio
    Isabel Méndez-Díaz
    Agustín Montero
    Federico Pousa
    Paula Zabala
    Annals of Operations Research, 2017, 253 : 935 - 956