Proceedings of the 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)

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Research on Cold Chain Site Selection Layout for Multiple Distribution Centers Considering Construction Quantity

Authors
Liying Li1, 2, Xiaoman Hu1, *
1School of Business Administration, Liaoning Technical University, Huludao, Liaoning, 125105, China
2School of Business Administration, Liaoning Technical University, Huludao, Liaoning, 125105, China
*Corresponding author. Email: lly6608@163.com Email: 874475356@qq.com
Corresponding Author
Xiaoman Hu
Available Online 22 November 2024.
DOI
10.2991/978-94-6463-570-6_102How to use a DOI?
Keywords
cold chain transportation; third level distribution network; multiple distribution center site selection; improved adaptive genetic algorithm
Abstract

To enhance dairy product distribution efficiency and reduce damage during transportation, this study addresses losses in the logistics chain from production centers to distribution centers and demand points. By considering distribution center number, location, and capacity, the optimal locations are determined using the elbow method and allocated based on demand. A model for optimizing multiple dairy distribution centers is developed to minimize total cost. Improvements to the adaptive genetic algorithm, including adaptive crossover and mutation probabilities, enhance algorithm efficiency and quality. The optimal distribution center locations are identified based on real-world conditions, with a case study in Jinan, Shandong Province validating the model’s effectiveness and practicality.

Copyright
© 2024 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 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)
Series
Advances in Economics, Business and Management Research
Publication Date
22 November 2024
ISBN
978-94-6463-570-6
ISSN
2352-5428
DOI
10.2991/978-94-6463-570-6_102How to use a DOI?
Copyright
© 2024 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  - Liying Li
AU  - Xiaoman Hu
PY  - 2024
DA  - 2024/11/22
TI  - Research on Cold Chain Site Selection Layout for Multiple Distribution Centers Considering Construction Quantity
BT  - Proceedings of the 2024 5th International Conference on Management Science and Engineering Management (ICMSEM 2024)
PB  - Atlantis Press
SP  - 1018
EP  - 1026
SN  - 2352-5428
UR  - https://doi.org/10.2991/978-94-6463-570-6_102
DO  - 10.2991/978-94-6463-570-6_102
ID  - Li2024
ER  -