Urban traffic flow forecasting using Gauss-SVR with cat mapping, cloud model and PSO hybrid algorithm.
Ming-Wei LiWei-Chiang HongHai-Gui KangPublished in: Neurocomputing (2013)
Keyphrases
- hybrid algorithm
- traffic flow
- cloud model
- support vector regression
- traffic flows
- urban traffic
- traffic congestion
- particle swarm optimization pso
- particle swarm optimization
- road traffic
- imperialist competitive algorithm
- travel time
- pso algorithm
- intelligent transport systems
- differential evolution
- cellular automata
- traffic network
- simulated annealing
- hybrid particle swarm optimization
- tabu search
- traffic data
- ant colony optimization
- hybrid optimization algorithm
- optimal solution
- optimization algorithm
- traffic patterns
- traffic light
- particle swarm
- traffic information
- genetic algorithm
- premature convergence
- traffic management
- standard test problems
- short term
- forecasting model
- transportation networks
- genetic algorithm ga
- traffic conditions
- optimal parameters
- urban areas
- long term
- inertia weight
- artificial neural networks
- neural network
- optimization method
- evolutionary algorithm
- nonlinear integer programming