Towards Robust and Accurate Traffic Prediction Using Parallel Multiobjective Genetic Algorithms and Support Vector Regression.
Jiri PetrlikLukás SekaninaPublished in: ITSC (2015)
Keyphrases
- support vector regression
- multi objective
- genetic algorithm
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- hybrid model
- multiobjective optimization
- particle swarm optimization
- regression model
- load forecasting
- kernel function
- support vector
- forecasting accuracy
- support vector machine
- support vector machine svm
- response surface methodology
- extreme learning machine
- prediction model
- singular spectrum analysis
- forecasting model
- hybrid genetic
- support vector classification
- evolutionary computation
- fuzzy logic
- pattern recognition
- differential evolution
- simulated annealing
- ann models
- artificial neural networks
- objective function
- neural network
- nsga ii
- fuzzy rules
- genetic algorithm ga
- immune algorithm
- wavelet frame