Multi-constraint vehicle routing problem based on improved honey badger algorithm

Aiming at the vehicle routing problem (VRP) in modern logistics system, this paper proposes a multi-constraint vehicle routing problem optimization model with time window, considering the diversity of cargo circulation and vehicle transportation efficiency, allowing vehicles to disperse operation at nodes and improve the transportation performance. In this paper, the improved honey badger algorithm (IHBA) is adopted to introduce Cubic chaotic mapping and random perturbation strategy, and the elite tangent search and differential variation strategy are adopted to enhance the global search and avoid premature convergence.IHBA Validates Potential to Solve Complex Vehicle routing Problems and Demonstrates Theoretical Practical Value of VRP Research and Logistics and Distribution at CEC2017.

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Publication Details

Published
2024-11-08
DOI
https://doi.org/10.1117/12.3049814
Primary Topic
Vehicle Routing Optimization Methods
Type
article
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article

Multi-constraint vehicle routing problem based on improved honey badger algorithm

Suxin Wang, Lei Zhou, Chunxiao Li
Vehicle Routing Optimization Methods
article

Multi-constraint vehicle routing problem based on improved honey badger algorithm

Suxin Wang, Lei Zhou, Chunxiao Li
article en

Abstract

Aiming at the vehicle routing problem (VRP) in modern logistics system, this paper proposes a multi-constraint vehicle routing problem optimization model with time window, considering the diversity of cargo circulation and vehicle transportation efficiency, allowing vehicles to disperse operation at nodes and improve the transportation performance. In this paper, the improved honey badger algorithm (IHBA) is adopted to introduce Cubic chaotic mapping and random perturbation strategy, and the elite tangent search and differential variation strategy are adopted to enhance the global search and avoid premature convergence.IHBA Validates Potential to Solve Complex Vehicle routing Problems and Demonstrates Theoretical Practical Value of VRP Research and Logistics and Distribution at CEC2017.

Northeastern University (CN)
Industry, innovation and infrastructure
Openalex Percentile: Top 71%
Vehicle Routing Optimization Methods
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