A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks.
Yingfang YuanWenjun WangWei PangPublished in: CEC (2021)
Keyphrases
- genetic algorithm
- neural network
- structured data
- graph structure
- spanning tree
- fuzzy logic
- tree structure
- tree shaped
- fitness function
- evolutionary algorithm
- hierarchical data structure
- minimum spanning tree
- weighted graph
- graph theory
- tree structured data
- mutation operator
- artificial neural networks
- graph matching
- pattern recognition
- genetic algorithm ga
- maximum weight
- population size
- differential evolution
- directed graph
- multi objective
- model selection
- random walk
- maximal cliques
- genetic operators
- graph theoretic
- learning classifier systems
- graph model
- multi objective optimization
- bipartite graph
- evolutionary computation
- simulated annealing
- crossover operator
- gaussian processes
- crossover and mutation
- metaheuristic
- control system
- artificial immune system
- search capabilities
- probabilistic model
- ant colony optimization
- index structure