Efficient hyperparameter optimization with Probability-based Resource Allocating on deep neural networks.
Wenguo LiXudong YinMudan YePengxu ZhuJinghua LiYao YangPublished in: Neurocomputing (2024)
Keyphrases
- neural network
- resource allocation
- pattern recognition
- optimization process
- multi layer
- combinatorial optimization
- constrained optimization
- data sets
- resource management
- feed forward
- global optimization
- computationally expensive
- optimization algorithm
- model selection
- optimization problems
- fuzzy logic
- probabilistic model
- multi objective
- artificial neural networks
- expert systems
- decision trees
- genetic algorithm