Topology Optimization and Training of Recurrent Neural Networks with Pareto-Based Multi-objective Algorithms: A Experimental Study.
Manuel P. CuéllarMiguel DelgadoMaria del Carmen Pegalajar JiménezPublished in: IWANN (2007)
Keyphrases
- experimental study
- multi objective
- recurrent neural networks
- optimization algorithm
- optimization problems
- evolutionary algorithm
- multi objective optimization
- conflicting objectives
- multiobjective optimization
- echo state networks
- multiple objectives
- neural network
- feedforward neural networks
- discrete optimization
- recurrent networks
- learning algorithm
- synthetic datasets
- genetic algorithm
- pareto optimal
- estimation of distribution algorithms
- evolution strategy
- optimization methods
- control system
- training set
- differential evolution
- particle swarm optimization
- complex valued
- experimental evaluation
- multi objective optimization problems
- objective function
- optimum design