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Enhancing Logistics Optimization: A Double-Layer Site-Selection Model Approach

delete2024-05-24
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OA
AI
L
Lei Wang *
刘
刘广军 (Guangjun Liu)
H
Habib Hamam *
DOI:10.4018/JOEUC.344039delete
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摘要

摘要

En 中文
With the expansion of the logistics network, enterprise logistics distribution faces increasing challenges, including high transportation costs, low distribution efficiency, and unstable distribution networks. To address these issues, this study focuses on optimizing enterprise logistics distribution using a double-layer (DL) model. In this paper, we propose a DL model for optimizing enterprise logistics distribution. The DL model is designed to find the optimal solution using the particle swarm optimization (PSO) algorithm. By leveraging location data from the region, the DL model evaluates and compares alternative distribution centers to determine the most efficient distribution strategy. The results demonstrate that the DL site selection model developed in this study effectively addresses the tasks of logistics center location and distribution optimization among alternative distribution centers. Comparison tests reveal that the distribution path proposed by the DL model is more accessible and cost-effective compared to alternative approaches.
Keyword:
Double Layer Model
Logistics Enterprises
Path Planning
PSO

期刊

Journal of Organizational and End User Computing 封面图
Journal of Organizational and End User Computing
IF:
3.4
论文数:
561
被引数:
1.2K

机构

U
University of Johannesburg
学者数:
6.8K
论文数: 6.8K
被引数: 1.2W
W
Wuchang University of Technology
学者数:
431
论文数: 458
被引数: 939
H
Hanjiang Normal University
学者数:
205
论文数: 176
被引数: 96
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