Back to Search Start Over

Community Detection in Complex Networks Using Collaborative Evolutionary Algorithms.

Authors :
Carbonell, Jaime G.
Siekmann, Jörg
Almeida e Costa, Fernando
Rocha, Luis Mateus
Costa, Ernesto
Harvey, Inman
Coutinho, António
Gog, Anca
Dumitrescu, D.
Hirsbrunner, Béat
Source :
Advances in Artificial Life (9783540749127); 2007, p886-894, 9p
Publication Year :
2007

Abstract

Scientific researchers from computer science, communication and as well from sociology and epidemiology reveal a strong interest in the study of networks. One important feature studied in complex network is the community structure. A new evolutionary technique for community detection in complex networks is proposed in this paper. The new algorithm is based on an information sharing mechanism between the individuals of a population. A real-world network is considered for numerical experiments. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISBNs :
9783540749127
Database :
Complementary Index
Journal :
Advances in Artificial Life (9783540749127)
Publication Type :
Book
Accession number :
33290102
Full Text :
https://doi.org/10.1007/978-3-540-74913-4_89