A Genetic Algorithm with Tree-structured Mutation for Hyperparameter Optimisation of Graph Neural Networks.

Yingfang Yuan Wenjun Wang Wei Pang

Published 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