Location-routing Optimisation for Urban Logistics Using Mobile Parcel Locker Based on Hybrid Q-Learning Algorithm.
Yubin LiuQiming YeYuxiang FengJose Escribano MaciasPanagiotis AngeloudisPublished in: CoRR (2021)
Keyphrases
- learning algorithm
- location dependent
- mobility patterns
- logistics demand
- mobile objects
- human mobility
- location management
- mobile environments
- mobile devices
- mobile phone
- travel distance
- mobile users
- location tracking
- packet transmission
- supply chain management
- machine learning algorithms
- active learning
- logistics distribution
- supply chain
- location based services
- training data
- network topology
- mobile networks
- urban areas
- location information
- learning process
- mobile computing
- routing algorithm
- ad hoc networks
- learning scheme
- shortest path
- mobile learning
- computing environments
- urban planning
- global positioning system
- back propagation
- mobile wireless
- training examples
- machine learning
- routing problem
- reinforcement learning
- genetic algorithm