G-Prop-III: Global Optimization of Multilayer Perceptrons using an Evolutionary Algorithm.
Pedro Ángel Castillo ValdiviesoVíctor Manuel Rivas SantosJuan Julián Merelo GuervósJesús GonzálezAlberto PrietoGustavo RomeroPublished in: GECCO (1999)
Keyphrases
- global optimization
- multilayer perceptron
- evolutionary algorithm
- neural network
- multi objective
- particle swarm optimization
- artificial neural networks
- optimization problems
- hidden layer
- back propagation
- fitness function
- radial basis function
- differential evolution
- genetic algorithm
- simulated annealing
- neural network model
- ant colony algorithm
- pso algorithm
- optimization method
- function optimization
- global search
- activation function
- constrained global optimization
- neuro fuzzy models
- image completion
- evolutionary process
- feedforward neural networks
- pattern recognition
- search capabilities
- optimization algorithm
- global solution
- evolutionary strategy
- bp neural network
- mutation operator
- particle swarm
- state space
- metaheuristic
- deterministic annealing
- convergence speed
- crossover operator