Optimizing fresh food delivery routes for cost reduction and green logistics

Optimizing delivery routes to reduce costs and enhance efficiency is increasingly important. This study establishes a suitable mathematical model and uses an enhanced Ant Colony Optimization (ACO) algorithm to optimize fresh food delivery routes, considering efficiency, quality, and green logistics. To align with real-world scenarios, there has several constraints, like vehicle load, battery limits, and time windows. Using MATLAB and PYTHON to do the case analysis, the research suggests optimal fleet ratios for different regions, providing cost-effective and sustainable delivery solutions for fresh agricultural products.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1117/12.3054716
Primary Topic
Urban and Freight Transport Logistics
Type
article
Field-Weighted Citation Impact
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article

Optimizing fresh food delivery routes for cost reduction and green logistics

Yaran Zhang, Xiaoyao Fan, Yang Han, Yiheng Zhang et al.
Urban and Freight Transport Logistics
article

Optimizing fresh food delivery routes for cost reduction and green logistics

Yaran Zhang, Xiaoyao Fan, Yang Han, Yiheng Zhang, Zhiwen Huang
article en

Abstract

Optimizing delivery routes to reduce costs and enhance efficiency is increasingly important. This study establishes a suitable mathematical model and uses an enhanced Ant Colony Optimization (ACO) algorithm to optimize fresh food delivery routes, considering efficiency, quality, and green logistics. To align with real-world scenarios, there has several constraints, like vehicle load, battery limits, and time windows. Using MATLAB and PYTHON to do the case analysis, the research suggests optimal fleet ratios for different regions, providing cost-effective and sustainable delivery solutions for fresh agricultural products.

Beijing Jiaotong University (CN)
Zero hunger
Openalex Percentile: Top 74%
Urban and Freight Transport Logistics
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