Genetic algorithm with a local search strategy for discovering communities in complex networks

In order to further improve the performance of current genetic algorithms aiming at discovering communities, a local search based genetic algorithm GALS is here proposed. The core of GALS is a local search based mutation technique. In order to overcome the drawbacks of traditional mutation methods,...

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Bibliographic Details
Main Author: Liu, Dayou (author)
Other Authors: Di, Jin (author), Baquero, Carlos (author), He, Dongxiao (author), Yang, Bo (author), Yu, Qiangyuan (author)
Format: article
Language:eng
Published: 2013
Subjects:
Complex network
Community mining
Network clustering
Genetic algorithm; Local search; Modularity Q
Local search
Modularity Q
Genetic algorithm
Science & Technology
Online Access:http://hdl.handle.net/1822/34943
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/34943

Internet

http://hdl.handle.net/1822/34943

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