Support vector machine with chaotic genetic algorithms for annual runoff forecasting.
Wenchuan WangDongmei XuLin QiuPublished in: ICNC (2010)
Keyphrases
- support vector machine
- genetic algorithm
- stock market prediction
- phase space reconstruction
- support vector regression
- neural network
- wavelet support vector machine
- multi class
- mackey glass
- svm classifier
- forecasting accuracy
- short term
- multi objective
- simulated annealing
- artificial neural networks
- support vector
- radial basis function
- evolutionary computation
- support vector machine svm
- kernel function
- chaotic time series
- feature space
- evolutionary algorithm
- fitness function
- cellular automata
- fuzzy logic
- forecasting model
- feature vectors
- population size
- genetic programming
- particle swarm optimization
- solar radiation
- chaotic dynamics
- multi class support vector machines
- kernel methods
- decision boundary
- knn
- genetic algorithm ga
- metaheuristic
- hybrid model
- hyperplane
- chaotic systems
- training data
- learning algorithm
- tabu search
- optimization method
- chaotic neural network
- soft margin
- decision forest
- nonlinear dynamics
- moving average
- phase space
- financial time series
- early warning
- initial conditions
- machine learning