Variance-based differential evolution algorithm with an optional crossover for data clustering.
Mohammed AlswaittiMohanad AlbughdadiNor Ashidi Mat IsaPublished in: Appl. Soft Comput. (2019)
Keyphrases
- data clustering
- differential evolution algorithm
- differential evolution
- mutation operation
- evolutionary algorithm
- initial population
- global numerical optimization
- control parameters
- genetic algorithm
- mutation operator
- crossover operator
- clustering algorithm
- k means
- convergence speed
- optimization algorithm
- cluster analysis
- unsupervised learning
- particle swarm optimization
- optimization method
- particle swarm optimization pso
- genetic programming
- multi objective
- hybrid algorithm
- fitness function
- selection strategy
- optimization problems
- optimization model
- population size
- simulated annealing
- machine learning
- data analysis
- particle swarm
- learning rate
- neural network