A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks.
Yingfang YuanWenjun WangGeorge M. CoghillWei PangPublished in: CoRR (2021)
Keyphrases
- genetic algorithm
- neural network
- artificial neural networks
- fuzzy logic
- evolutionary computation
- genetic algorithm ga
- fitness function
- selection strategy
- graph representation
- pattern recognition
- random walk
- multi objective
- evaluation method
- model selection
- hopfield neural network
- genetic programming
- directed graph
- graph structure
- graph theory
- attributed graphs
- gaussian processes
- graph model
- graph mining
- gaussian process
- hyperparameters
- bipartite graph
- neural nets
- graph matching
- connected components
- differential evolution
- hierarchical structure
- cross validation
- metaheuristic
- particle swarm optimization
- clustering algorithm