Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education (IC-ICAIE 2022)

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Intelligent Scheduling on Electric Vehicle Routing Problem with Simultaneous Pickup and Delivery

Authors
Wei Xu1, Ming Cheng2, *
1Department of Engineering, Applied Technology College of Soochow University, 1 Daxue Road, Zhouzhuang Town, Kunshan City, Suzhou, Jiangsu, China
2School of Rail Transportation, Soochow University, 8 Jixue Road, Suzhou, Jiangsu, China
*Corresponding author. Email: mcheng1@suda.edu.cn
Corresponding Author
Ming Cheng
Available Online 27 December 2022.
DOI
10.2991/978-94-6463-040-4_174How to use a DOI?
Keywords
intelligent scheduling; electric vehicle routing problem; simultaneous pickup and delivery; load-dependent discharging; adaptive large neighbourhood search; commercial software CPLEX
Abstract

In this paper, we use intelligent scheduling technique to propose an electric vehicle routing problem with simultaneous pickup and delivery (EVRPSPD) model which considers the load-dependent discharging (LD). The model aims to minimize the working time including travel time, charging time, service time, and waiting time. In small-scale problems, rational routing decisions can be obtained directly using the commercial software CPLEX. In addition, we propose an adaptive large neighbourhood search algorithm (ALNS) for this problem, which can solve large-scale problems and obtain feasible solutions in an acceptable amount of time. Our computational investigation indicates that load-dependent discharging is non-negligible for the problem.

Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

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Volume Title
Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education (IC-ICAIE 2022)
Series
Atlantis Highlights in Computer Sciences
Publication Date
27 December 2022
ISBN
10.2991/978-94-6463-040-4_174
ISSN
2589-4900
DOI
10.2991/978-94-6463-040-4_174How to use a DOI?
Copyright
© 2023 The Author(s)
Open Access
Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Cite this article

risenwbib
TY  - CONF
AU  - Wei Xu
AU  - Ming Cheng
PY  - 2022
DA  - 2022/12/27
TI  - Intelligent Scheduling on Electric Vehicle Routing Problem with Simultaneous Pickup and Delivery
BT  - Proceedings of the 2022 3rd International Conference on Artificial Intelligence and Education (IC-ICAIE 2022)
PB  - Atlantis Press
SP  - 1168
EP  - 1174
SN  - 2589-4900
UR  - https://doi.org/10.2991/978-94-6463-040-4_174
DO  - 10.2991/978-94-6463-040-4_174
ID  - Xu2022
ER  -