Convergence Analysis of PSO for Hyper-Parameter Selection in Deep Neural Networks.
Jakub NalepaPablo Ribalta LorenzoPublished in: 3PGCIC (2017)
Keyphrases
- parameter selection
- convergence analysis
- neural network
- particle swarm optimization
- global convergence
- particle swarm optimization pso
- optimality conditions
- particle swarm optimization algorithm
- bp neural network
- pso algorithm
- model selection
- particle swarm
- artificial neural networks
- fault diagnosis
- multi objective
- genetic algorithm
- approximation methods
- hybrid algorithm
- fuzzy logic
- convergence rate
- optimization algorithm
- neural network model
- genetic algorithm ga
- multilayer perceptron
- optimization methods
- convergence speed
- metaheuristic
- learning algorithm
- back propagation
- global optimization
- differential evolution
- fitness function
- ant colony optimization
- search algorithm