Automatic detection of multilevel communities in complex networks with a scalable community fitness function.
Kun GaoXuezao RenLei ZhouJunfang ZhuPublished in: CoRR (2022)
Keyphrases
- automatic detection
- fitness function
- complex networks
- community structure
- community detection
- genetic programming
- genetic algorithm
- evolutionary algorithm
- community discovery
- real world networks
- genetic algorithm ga
- evolutionary computation
- social networks
- overlapping communities
- genetic operators
- network analysis
- social network analysis
- scale free
- automatically detecting
- search space
- graph theory
- link prediction
- community detection algorithms
- biological networks
- small world
- community members
- community mining
- binary particle swarm optimization
- online communities
- network evolution
- crossover operator
- functional modules
- network structure
- multi objective
- information theoretic concepts
- neural network
- citation networks
- evolutionary search
- graph mining
- virtual communities
- degree centrality
- genetic algorithm is employed
- simulated annealing