Memetic particle swarm optimisation for missing value imputation.
R. SivarajR. Devi PriyaPublished in: Int. J. Data Anal. Tech. Strateg. (2019)
Keyphrases
- particle swarm optimisation
- missing values
- optimisation problems
- particle swarm optimizer
- data imputation
- missing data
- evolutionary computation
- particle swarm
- incomplete data
- benchmark problems
- differential evolution
- particle swarm optimization
- optimization algorithm
- imputation methods
- pso algorithm
- high dimensional data
- missing data imputation
- premature convergence
- multiple imputation
- incomplete data sets
- pattern recognition
- test suite
- global optimization
- data mining
- optimization methods
- particle swarm optimization algorithm
- mutation operator
- evolution strategy
- input data
- optimization problems
- dimensionality reduction
- computational intelligence
- image segmentation
- neural network
- data sets