Simheuristics Algorithms for Two-Echelon Vehicle Routing Problem with Stochastic Travel Time and Mobile Satellites Synchronization

Two-echelon vehicle routing problem (2E-VRP) can address the intricacies of distribution networks by incorporating two vehicles in different sizes with the intermediate points called "satellites". This study focus on synchronizing mobile satellites for stochastic travel time (2E-VRP-ST), which have not ever been examined by previous studies, considering the first echelon vehicles at the customer location to be mobile satellites and synchronize the second echelon vehicles to not return to their departure. "Simheuristics" were used to tackle the complexity of stochastic travel time, with the mathematical model to validate, before implementing to the Vietnamese context. The experiment used benchmark data and real case study data to prove the outstanding performance of simulation for Ant Colony Optimization Algorithm that the case study company can implement to improve their operation. Although this study has generated a big contribution to the literature review, there remains a need for further expansion and development.

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Publication Details

Published
2024-12-01
DOI
https://doi.org/10.1109/iclie61478.2024.11015381
Primary Topic
Distributed systems and fault tolerance
Type
article
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article

Simheuristics Algorithms for Two-Echelon Vehicle Routing Problem with Stochastic Travel Time and Mobile Satellites Synchronization

Hoai Nhan Nguyen, Ha Thi Xuan, Le The Kien
Distributed systems and fault tolerance
article

Simheuristics Algorithms for Two-Echelon Vehicle Routing Problem with Stochastic Travel Time and Mobile Satellites Synchronization

Hoai Nhan Nguyen, Ha Thi Xuan, Le The Kien
article en

Abstract

Two-echelon vehicle routing problem (2E-VRP) can address the intricacies of distribution networks by incorporating two vehicles in different sizes with the intermediate points called "satellites". This study focus on synchronizing mobile satellites for stochastic travel time (2E-VRP-ST), which have not ever been examined by previous studies, considering the first echelon vehicles at the customer location to be mobile satellites and synchronize the second echelon vehicles to not return to their departure. "Simheuristics" were used to tackle the complexity of stochastic travel time, with the mathematical model to validate, before implementing to the Vietnamese context. The experiment used benchmark data and real case study data to prove the outstanding performance of simulation for Ant Colony Optimization Algorithm that the case study company can implement to improve their operation. Although this study has generated a big contribution to the literature review, there remains a need for further expansion and development.

Ho Chi Minh City International University (VN)
Openalex Percentile: Top 64%
Distributed systems and fault tolerance
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Simheuristics Algorithms for Two-Echelon Vehicle Routing Problem with Stochastic Travel Time and Mobile Satellites Synchronization — Hoai Nhan Nguyen, Ha Thi Xuan, et al. · (2024) | TGRS Research Map | TGRS