Evolving Neural Networks Using Differential Evolution with Neighborhood-Based Mutation and Simple Subpopulation Scheme.
Nicole L. MineuAdenilton J. da SilvaTeresa Bernarda LudermirPublished in: SBRN (2012)
Keyphrases
- differential evolution
- evolutionary algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- optimization algorithm
- mutation operator
- test functions
- particle swarm optimization pso
- optimization method
- evolutionary methods
- genetic algorithm
- constrained optimization problems
- premature convergence
- mutation strategy
- multi objective optimization
- numerical optimization problems
- crossover operator
- real coded
- hybrid algorithm
- global optimization problems
- function optimization problems
- population diversity
- evolution strategy
- parameter optimization
- initial population
- particle swarm
- harmony search
- pso algorithm
- artificial bee colony
- evolutionary programming
- direct search
- fitness function
- adaptive differential evolution
- particle swarm optimization algorithm
- evolutionary computation
- optimization problems
- simulated annealing
- solving global optimization problems