Spatiotemporal variable and parameter selection using sparse hybrid genetic algorithm for traffic flow forecasting.
Xiaobo ChenZhongjie WeiXiang LiuYingfeng CaiZuoyong LiFeng ZhaoPublished in: Int. J. Distributed Sens. Networks (2017)
Keyphrases
- parameter selection
- traffic flow
- hybrid genetic algorithm
- road traffic
- intelligent transport systems
- traffic flows
- cellular automata
- traffic congestion
- travel time
- quadratic assignment problem
- short term
- genetic operators
- genetic algorithm
- model selection
- traffic light
- high dimensional
- evolutionary algorithm
- crossover operator
- control system
- improved algorithm
- prediction model
- moving objects
- training data
- floating car data
- long term