An enhanced genetic algorithm with new mutation for cluster analysis.
Mohammed A. El-ShorbagyA. Y. AyoubAbd Allah A. MousaI. M. El-DesokyPublished in: Comput. Stat. (2019)
Keyphrases
- cluster analysis
- genetic algorithm
- fitness function
- population size
- categorical data
- evolutionary algorithm
- genetic operators
- mutation operator
- data clustering
- clustering algorithm
- clustering method
- neural network
- genetic algorithm ga
- data mining
- data analysis
- fuzzy clustering
- k means
- data mining techniques
- unsupervised learning
- hierarchical latent class models
- factor analysis
- differential evolution
- correlation analysis
- cluster validity
- fuzzy logic
- crossover operator
- clustering analysis
- crossover and mutation
- neural gas
- fuzzy c means
- evolutionary process
- databases