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Structural and Algorithmic Properties of 2-Community Structures

Authors :
Cristina Bazgan
Janka Chlebíková
Thomas Pontoizeau
Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision (LAMSADE)
Université Paris Dauphine-PSL
Université Paris sciences et lettres (PSL)-Université Paris sciences et lettres (PSL)-Centre National de la Recherche Scientifique (CNRS)
University of Portsmouth
Source :
Algorithmica, Algorithmica, Springer Verlag, 2018, 80 (6), pp.1890-1908. ⟨10.1007/s00453-017-0283-7⟩, Chlebikova, J, Bazgan, C & Pontoizeau, T 2018, ' Structural and algorithmic properties of 2-community structures ', Algorithmica, vol. 80, no. 6, pp. 1890-1908 . https://doi.org/10.1007/s00453-017-0283-7
Publisher :
Springer Nature

Abstract

International audience; We investigate the structural and algorithmic properties of 2-community structures in graphs introduced recently by Olsen (Math Soc Sci 66(3):331–336, 2013). A 2-community structure is a partition of a vertex set into two parts such that for each vertex the numbers of neighbours in/outside its own part and the sizes of the parts are correlated. We show that some well studied graph classes as graphs of maximum degree 3, minimum degree at least |V|−3, trees and also others, have always a 2-community structure. Furthermore, a 2-community structure can be found in polynomial time in all these classes, even with additional request of connectivity in both parts. We introduce a concept of a weak 2-community and prove that in general graphs it is NP-complete to find a balanced weak 2-community structure with or without request for connectivity in both parts. On the other hand, we present a polynomial-time algorithm to solve the problem (without the condition for connectivity of parts) in graphs of degree at most 3.

Details

Language :
English
ISSN :
01784617 and 14320541
Database :
OpenAIRE
Journal :
Algorithmica
Accession number :
edsair.doi.dedup.....108b6606162ad8c6ab145b00a10279a4
Full Text :
https://doi.org/10.1007/s00453-017-0283-7