Q-learning based intelligent multi-objective particle swarm optimization of light control for traffic urban congestion management.
Chaimae El HatriJaouad BoumhidiPublished in: CIST (2016)
Keyphrases
- traffic congestion
- traffic signal
- traffic flows
- multi objective particle swarm optimization
- traffic flow
- learning algorithm
- traffic control
- travel time
- cooperative
- urban areas
- transportation networks
- traffic management
- traffic volume
- reinforcement learning
- control system
- congestion control
- traffic patterns
- multi agent
- state space
- traffic light
- evolutionary algorithm
- network management
- road network
- dynamic programming
- highly competitive
- learning rate
- particle swarm optimization
- mutation rate
- genetic algorithm