Hyperparameters optimization of convolutional neural network based on local autonomous competition harmony search algorithm.
Dongmei LiuHaibin OuyangSteven LiChunliang ZhangZhi-Hui ZhanPublished in: J. Comput. Des. Eng. (2023)
Keyphrases
- harmony search algorithm
- hyperparameters
- numerical optimization
- harmony search
- model selection
- grid search
- cross validation
- bayesian inference
- support vector
- closed form
- bayesian framework
- em algorithm
- neural network
- prior information
- genetic algorithm
- sample size
- artificial immune system
- noise level
- optimization algorithm
- random sampling
- maximum likelihood
- metaheuristic
- incremental learning
- maximum a posteriori
- optimization problems
- optimization method
- particle swarm optimization
- initial solution
- high dimensional
- search algorithm
- reinforcement learning
- computer vision