The hybrid forecasting model based on chaotic mapping, genetic algorithm and support vector machine.
Qi WuPublished in: Expert Syst. Appl. (2010)
Keyphrases
- genetic algorithm
- support vector machine
- stock market prediction
- support vector regression
- phase space reconstruction
- parallel genetic algorithm
- multi class
- short term
- feature selection
- genetic algorithm ga
- svm classifier
- support vector machine svm
- kernel methods
- multi objective
- metaheuristic
- artificial neural networks
- training data
- hopfield neural network
- hyperplane
- cellular automata
- optimal parameters
- chaotic neural network
- neural network
- simulated annealing
- knn
- feature vectors
- mackey glass
- binary decision tree
- support vector
- data sets
- forecasting accuracy
- medium term
- wavelet support vector machine
- phase space
- kernel function
- particle swarm optimization
- genetic programming
- fuzzy logic
- long term
- training set
- feature space
- machine learning