An improved multi-expression programming algorithm applied in function discovery and data prediction.
Qingke ZhangBo YangLin WangJianzhang JiangPublished in: Int. J. Inf. Commun. Technol. (2013)
Keyphrases
- input data
- database
- learning algorithm
- prediction error
- noisy data
- detection algorithm
- data collection
- computational cost
- data sets
- synthetic datasets
- synthetic data
- prediction algorithm
- optimization algorithm
- probabilistic model
- dynamic programming
- evolutionary algorithm
- optimal solution
- data structure
- preprocessing
- original data
- objective function
- prediction accuracy
- expectation maximization
- particle swarm optimization
- data analysis
- information loss
- data reduction
- probability distribution
- data sources
- search space
- cost function
- image segmentation
- genetic algorithm
- incomplete data
- piecewise linear
- convergence rate
- training data
- neural network
- prior information
- data distribution
- microarray
- computational complexity
- simulated annealing
- dimensionality reduction
- worst case
- data points
- association rules
- k means