An Evolutionary Race: A Comparison of Genetic Algorithms and Particle Swarm Optimization for Training Neural Networks.
Brian ClowTony WhitePublished in: IC-AI (2004)
Keyphrases
- particle swarm optimization
- neural network
- genetic algorithm
- training algorithm
- multi objective
- training process
- pso algorithm
- feed forward neural networks
- artificial neural networks
- differential evolution
- particle swarm optimization algorithm
- feedforward neural networks
- back propagation
- neural network training
- particle swarm optimization pso
- swarm intelligence
- fuzzy logic
- multi layer perceptron
- pattern recognition
- backpropagation algorithm
- training phase
- global search
- modular neural networks
- hybrid algorithm
- metaheuristic
- particle swarm
- data sets
- error back propagation
- neural network structure
- training set
- recurrent networks
- evolutionary strategy
- simulated annealing
- test set
- global optimization
- fuzzy systems
- genetic programming
- artificial immune system
- fitness function
- radial basis function network
- evolutionary algorithm
- activation function
- supervised learning
- neural network model
- hybrid particle swarm optimization
- convergence speed
- neural nets
- recurrent neural networks