Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO.
Guillaume BriffoteauxMaxime GobertRomain RagonnetJan GmysMohand MezmazNouredine MelabDaniel TuyttensPublished in: Swarm Evol. Comput. (2020)
Keyphrases
- neural network
- genetic algorithm
- genetic algorithm ga
- image reconstruction from projections
- global optimization
- optimization method
- artificial neural networks
- parallel processing
- back propagation
- evolution strategy
- optimization process
- pattern recognition
- optimization methods
- bayesian networks
- efficient optimization
- function optimization
- evolutionary strategy
- global search
- optimization algorithm
- radial basis function
- combinatorial optimization
- parallel computing
- optimization model
- multi objective
- parameter optimization
- fault diagnosis
- optimization problems
- parallel genetic algorithm
- immune genetic algorithm
- probability distribution