Structural learning of neural networks by differential evolution with degeneration using mappings.
Tetsuyuki TakahamaSetsuko SakaiAkira HaraNoriyuki IwanePublished in: IEEE Congress on Evolutionary Computation (2007)
Keyphrases
- differential evolution
- structural learning
- neural network
- evolutionary algorithm
- genetic algorithm
- optimization algorithm
- convergence speed
- differential evolution algorithm
- directed acyclic graph
- particle swarm optimization
- test functions
- optimization method
- particle swarm optimization pso
- evolutionary strategy
- mutation operator
- graphical models
- bayesian networks
- evolution strategy
- numerical optimization problems
- power flow
- artificial neural networks
- global optimization problems
- solving global optimization problems
- artificial bee colony
- real coded
- parameter optimization
- function optimization problems
- back propagation
- scale factor
- crossover operator
- conditional random fields
- simulated annealing