Hyperparameter optimization for convolutional neural network by opposite-based particle swarm optimization and an empirical study of photomask defect classification.
Tzu-Yen HongChin-Chien ChenPublished in: Appl. Soft Comput. (2023)
Keyphrases
- particle swarm optimization
- convolutional neural network
- defect classification
- population based optimization
- global optimization
- pso algorithm
- particle swarm
- face detection
- global search
- optimization algorithm
- multi objective
- particle swarm optimization algorithm
- particle swarm optimization pso
- neural network
- optimization method
- differential evolution
- optimization problems
- positive and negative
- metaheuristic
- evolution strategy
- objective function
- optimization process
- model selection
- genetic algorithm
- hybrid optimization algorithm
- feature space
- inertia weight
- evolutionary strategy
- gaussian processes
- constrained optimization
- convergence speed
- optimization methods
- swarm intelligence
- combinatorial optimization
- detection method