A three-dimensional ant colony optimization algorithm for multi-compartment vehicle routing problem considering carbon emissions DOI
Ning Guo, Bin Qian, Jing Na

et al.

Applied Soft Computing, Journal Year: 2022, Volume and Issue: 127, P. 109326 - 109326

Published: July 19, 2022

Language: Английский

A Pairwise Proximity Learning-Based Ant Colony Algorithm for Dynamic Vehicle Routing Problems DOI
Xiaoshu Xiang, Ye Tian, Xingyi Zhang

et al.

IEEE Transactions on Intelligent Transportation Systems, Journal Year: 2021, Volume and Issue: 23(6), P. 5275 - 5286

Published: Jan. 28, 2021

Dynamic vehicle routing problems (DVRPs) have become a hot research topic due to their significance in logistics, although it is still very challenging for existing algorithms solve DVRPs the dynamically changing customer requests during optimization. In this paper, we propose pairwise proximity learning-based ant colony algorithm, termed PPL-ACO, tackling DVRPs. learning method suggested predict local visiting order of customers optimal route after occurrence changes, which on basis from routes found before changes occur. A radial function network used learn based between each pair nodes, by can be quickly tracked Experimental results 22 popular DVRP instances show that proposed PPL-ACO significantly outperforms four state-of-the-art approaches More interestingly, five large-scale demonstrate superiority solving DVPRs with up 1000 customers. The real case Nankai Strict, Tianjin, China also verifies more effective and efficient than compared real-world

Language: Английский

Citations

47
An ensemble learning based multi-objective evolutionary algorithm for the dynamic vehicle routing problem with time windows DOI
Feng Wang,

Fanshu Liao,

Yixuan Li

et al.

Computers & Industrial Engineering, Journal Year: 2021, Volume and Issue: 154, P. 107131 - 107131

Published: Jan. 19, 2021

Language: Английский

Citations

46
A survey of recent advances in vehicle routing problems DOI
Aderemi O. Adewumi, Olawale J. Adeleke

International Journal of Systems Assurance Engineering and Management, Journal Year: 2016, Volume and Issue: 9(1), P. 155 - 172

Published: June 4, 2016

Language: Английский

Citations

49
Solving hybrid charging strategy electric vehicle based dynamic routing problem via evolutionary multi-objective optimization DOI
Zhenzhong Wang, Kai Ye, Min Jiang

et al.

Swarm and Evolutionary Computation, Journal Year: 2021, Volume and Issue: 68, P. 100975 - 100975

Published: Sept. 7, 2021

Language: Английский

Citations

33
A three-dimensional ant colony optimization algorithm for multi-compartment vehicle routing problem considering carbon emissions DOI
Ning Guo, Bin Qian, Jing Na

et al.

Applied Soft Computing, Journal Year: 2022, Volume and Issue: 127, P. 109326 - 109326

Published: July 19, 2022

Language: Английский

Citations

27