Global Nonlinear Kernel Prediction for Large Data Set With a Particle Swarm-Optimized Interval Support Vector Regression.
Yongsheng DingLijun ChengWitold PedryczKuangrong HaoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2015)
Keyphrases
- support vector regression
- particle swarm
- data sets
- particle swarm optimization
- particle swarm optimization algorithm
- optimization method
- regression model
- swarm intelligence
- multi objective
- evolutionary algorithm
- support vector
- differential evolution
- support vector machine svm
- prediction model
- fitness function
- pso algorithm
- optimization methods
- hybrid model
- optimisation problems
- prediction accuracy
- genetic algorithm
- kernel function
- support vector machine
- hybrid algorithm
- particle swarm optimization pso
- optimization algorithm
- training data
- evolutionary computation
- genetic programming
- computational intelligence
- high dimensional
- training set
- optimal solution