Ensembles of evolutionary Extreme Learning Machines through differential evolution and Fitness Sharing.
Tiago P. F. de LimaTeresa Bernarda LudermirPublished in: IJCNN (2014)
Keyphrases
- differential evolution
- extreme learning machines
- evolutionary algorithm
- fitness sharing
- evolutionary computation
- evolutionary methods
- genetic algorithm
- evolutionary strategy
- evolutionary process
- evolution process
- multi objective
- evolutionary search
- convergence speed
- differential evolution algorithm
- evolutionary computing
- premature convergence
- optimization method
- optimization algorithm
- mutation operator
- particle swarm optimization pso
- test functions
- mutation rate
- multi objective optimization
- particle swarm optimization
- fitness function
- optimization problems
- constrained optimization problems
- parameter optimization
- genetic programming
- global optimization problems
- hybrid algorithm
- simulated annealing
- numerical optimization problems
- evolution strategy
- evolutionary programming
- particle swarm
- solving global optimization problems
- crossover operator
- artificial bee colony
- direct search
- function optimization
- biogeography based optimization
- function optimization problems
- swarm intelligence
- support vector machine
- pso algorithm
- artificial neural networks