Welding parameter optimization based on Gaussian process regression Bayesian optimization algorithm.
Dillon SterlingTyler SterlingYuMing ZhangHeping ChenPublished in: CASE (2015)
Keyphrases
- optimization algorithm
- parameter optimization
- gaussian process regression
- differential evolution
- gaussian processes
- multi objective
- gaussian process
- hyperparameters
- optimization method
- particle swarm optimization pso
- genetic algorithm ga
- maximum likelihood
- bayesian inference
- parameter settings
- genetic algorithm
- model selection
- evolutionary algorithm
- bayesian networks
- neural network
- bp neural network
- random sampling
- regression model
- latent variables
- closed form
- parameter estimation
- em algorithm
- particle swarm optimization
- denoising
- control system
- artificial neural networks
- feature extraction
- machine learning