Proceedings of the 2022 3rd International Conference on Management Science and Engineering Management (ICMSEM 2022)

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Multi-target Rural Vehicle Route Planning Model with Satisfaction Evaluation

Authors
Jiawei Guo1, Haiming Liang1, *
1Business School, Sichuan University, Chengdu, China
*Corresponding author. Email: hmliang@scu.edu.cn
Corresponding Author
Haiming Liang
Available Online 15 December 2022.
DOI
10.2991/978-94-6463-038-1_33How to use a DOI?
Keywords
satisfaction evaluation; rural logistics; vehicle routing problem; genetic algorithm
Abstract

According to the rural logistics distribution problem, a multi-target vehicle routing planning model with satisfaction evaluation is constructed. First, the basic assumptions and descriptions of the problem are given. The goal is to minimize the total mileage and the number of vehicle’s departure times with a highest overall satisfaction. Considering the constraints of vehicle load, the delivery time of orders, customer satisfaction and so on, a multi-objective 0–1 nonlinear programming model is constructed, then an improved genetic algorithm is designed according to the characteristics of the model. Furthermore, with an example, the effectiveness of the improved genetic algorithm is illustrated. Then, an accurate algorithm is used to prove the illustration, and the result shows the improved genetic algorithm is effective in solving 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 Management Science and Engineering Management (ICMSEM 2022)
Series
Atlantis Highlights in Engineering
Publication Date
15 December 2022
ISBN
10.2991/978-94-6463-038-1_33
ISSN
2589-4943
DOI
10.2991/978-94-6463-038-1_33How 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  - Jiawei Guo
AU  - Haiming Liang
PY  - 2022
DA  - 2022/12/15
TI  - Multi-target Rural Vehicle Route Planning Model with Satisfaction Evaluation
BT  - Proceedings of the 2022 3rd International Conference on Management Science and Engineering Management (ICMSEM 2022)
PB  - Atlantis Press
SP  - 359
EP  - 370
SN  - 2589-4943
UR  - https://doi.org/10.2991/978-94-6463-038-1_33
DO  - 10.2991/978-94-6463-038-1_33
ID  - Guo2022
ER  -