VARL: a variational autoencoder-based reinforcement learning Framework for vehicle routing problems

Applied Intelligence ◽

10.1007/s10489-021-02920-3 ◽

2021 ◽

Author(s):

Qi Wang

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Learning Framework ◽

Variational Autoencoder

Download Full-text

Reinforcement Learning With Multiple Relational Attention for Solving Vehicle Routing Problems

IEEE Transactions on Cybernetics ◽

10.1109/tcyb.2021.3089179 ◽

2021 ◽

pp. 1-14

Author(s):

Yunqiu Xu ◽

Meng Fang ◽

Ling Chen ◽

Gangyan Xu ◽

Yali Du ◽

...

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Vehicle Routing Problems ◽

Routing Problems

Download Full-text

A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems

Communications in Computer and Information Science - Artificial Intelligence Algorithms and Applications ◽

10.1007/978-981-15-5577-0_51 ◽

2020 ◽

pp. 636-650 ◽

Author(s):

Bo Peng ◽

Jiahai Wang ◽

Zizhen Zhang

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Learning Algorithm ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Attention Model ◽

Dynamic Attention ◽

Reinforcement Learning Algorithm

Download Full-text

Multi-vehicle routing problems with soft time windows: A multi-agent reinforcement learning approach

Transportation Research Part C Emerging Technologies ◽

10.1016/j.trc.2020.102861 ◽

2020 ◽

Vol 121 ◽

pp. 102861

Author(s):

Ke Zhang ◽

Fang He ◽

Zhengchao Zhang ◽

Xi Lin ◽

Meng Li

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Time Windows ◽

Learning Approach ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Soft Time Windows ◽

Download Full-text

A Hybrid of Deep Reinforcement Learning and Local Search for the Vehicle Routing Problems

IEEE Transactions on Intelligent Transportation Systems ◽

10.1109/tits.2020.3003163 ◽

2020 ◽

pp. 1-11

Author(s):

Jiuxia Zhao ◽

Minjia Mao ◽

Xi Zhao ◽

Jianhua Zou

Keyword(s):

Reinforcement Learning ◽

Local Search ◽

Vehicle Routing ◽

Vehicle Routing Problems ◽

Routing Problems

Download Full-text

Hierarchical Reinforcement Learning for Vehicle Routing Problems with Time Windows

10.21428/594757db.f0516e23 ◽

2021 ◽

Author(s):

Yunli Wang ◽

Sun Sun ◽

Wei Li

Keyword(s):

Reinforcement Learning ◽

Vehicle Routing ◽

Time Windows ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Hierarchical Reinforcement Learning

Download Full-text

Relation between vehicle routing problems: an insertion heuristic for the vehicle routing problem with simultaneous delivery and pick-up applied to the vehicle routing problem with backhauls

Journal of the Operational Research Society ◽

10.1057/palgrave/jors/2601263 ◽

2002 ◽

Vol 53 (1) ◽

pp. 115-118 ◽

Author(s):

J Dethloff

Keyword(s):

Vehicle Routing ◽

Vehicle Routing Problem ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Routing Problem ◽

Simultaneous Delivery ◽

Insertion Heuristic

Download Full-text

An Efficient Variable Neighborhood Search with Tabu Shaking for a Class of Multi-Depot Vehicle Routing Problems

Computers & Operations Research ◽

10.1016/j.cor.2021.105269 ◽

2021 ◽

pp. 105269

Author(s):

Mir Ehsan Hesam Sadati ◽

Bülent Çatay ◽

Deniz Aksen

Keyword(s):

Vehicle Routing ◽

Variable Neighborhood Search ◽

Neighborhood Search ◽

Vehicle Routing Problems ◽

Routing Problems

Download Full-text

Review of Vehicle Routing Problems: Models, Classification and Solving Algorithms

Archives of Computational Methods in Engineering ◽

10.1007/s11831-021-09574-x ◽

2021 ◽

Author(s):

Haifei Zhang ◽

Hongwei Ge ◽

Jinlong Yang ◽

Yubing Tong

Keyword(s):

Vehicle Routing ◽

Vehicle Routing Problems ◽

Routing Problems

Download Full-text

A solution approach for multi‐trip vehicle routing problems with time windows, fleet sizing, and depot location

Networks ◽

10.1002/net.22028 ◽

2021 ◽

Author(s):

Paula Fermín Cueto ◽

Ivona Gjeroska ◽

Albert Solà Vilalta ◽

Miguel F. Anjos

Keyword(s):

Vehicle Routing ◽

Time Windows ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Solution Approach ◽

Download Full-text

Using a Route-based and Vehicle Type specific Range Constraint for Improving Vehicle Routing Problems with Electric Vehicles

Transportation Research Procedia ◽

10.1016/j.trpro.2021.01.061 ◽

2021 ◽

Vol 52 ◽

pp. 517-524

Author(s):

Ricardo Ewert ◽

Kai Martins-Turner ◽

Carina Thaller ◽

Kai Nagel

Keyword(s):

Vehicle Routing ◽

Electric Vehicles ◽

Vehicle Routing Problems ◽

Routing Problems ◽

Download Full-text