An experimental analysis of the Echo State Network initialization using the Particle Swarm Optimization.
Sebastián BasterrechEnrique AlbaVáclav SnáselPublished in: NaBIC (2014)
Keyphrases
- inertia weight
- particle swarm optimization
- echo state networks
- pso algorithm
- particle swarm optimization algorithm
- recurrent neural networks
- particle swarm optimization pso
- convergence speed
- swarm intelligence
- global search
- multi objective
- particle swarm
- global optimization
- differential evolution
- evolution process
- genetic algorithm
- hybrid algorithm
- k means
- machine learning
- data sets
- metaheuristic
- optimization algorithm
- evolutionary algorithm
- population diversity
- ant colony optimization
- clustering algorithm
- three dimensional
- initial conditions
- computer vision
- decision trees
- bayesian networks
- genetic algorithm ga