Fitness Function Comparison for Unsupervised Feature Selection with Permutational-Based Differential Evolution.
Jesús-Arnulfo Barradas-PalmerosEfrén Mezura-MontesHéctor-Gabriel Acosta-MesaRafael Rivera-LópezPublished in: MCPR (2023)
Keyphrases
- fitness function
- differential evolution
- evolutionary algorithm
- unsupervised feature selection
- genetic algorithm
- constrained optimization problems
- evolutionary computation
- genetic algorithm ga
- multi objective
- genetic programming
- mutation operator
- initial population
- convergence speed
- differential evolution algorithm
- crossover operator
- test functions
- genetic operators
- optimization method
- particle swarm optimization pso
- optimization problems
- real coded
- multi objective optimization
- evolution strategy
- optimization algorithm
- particle swarm
- premature convergence
- hybrid algorithm
- data clustering
- particle swarm optimization
- evolutionary strategy
- simulated annealing
- nsga ii
- feature selection
- evolutionary search
- binary particle swarm optimization
- penalty function
- feature subset
- evolutionary process
- swarm intelligence
- crossover and mutation
- population size
- fuzzy rules
- tabu search
- search space
- search algorithm
- objective function
- fitness landscape