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Identifying communities in complex networks using learning-based genetic algorithm

Identifying communities is one of the hardest tasks in network analysis, and it is critical in various fields, including computer science, biology, sociology, and physics. It aims to partition the graph of a network into groups/clusters of nodes (communities) according to the graph topology. Because...

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Principais autores: Gholam Reza Abdi, Amir Hosein Refahi Sheikhani, Sohrab Kordrostami, Bagher Zarei, Mohsen Falah Rad
Format: Artigo
Sprog:Inglês
Udgivet: Elsevier 2024-12-01
Serier:Ain Shams Engineering Journal
Fag:
Network analysis
Community detection
Modularity optimization
Evolutionary algorithm
Genetic algorithm
Learning automata
Online adgang:http://www.sciencedirect.com/science/article/pii/S2090447924004064
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