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Structural and Algorithmic Properties of 2-Community Structures
- 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.
- Subjects :
- social networks
graph partitioning
General Computer Science
graph theory
0102 computer and information sciences
02 engineering and technology
[INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM]
01 natural sciences
Clustering
Social networks
Theoretical Computer Science
Combinatorics
Indifference graph
Pathwidth
Chordal graph
Frequency partition of a graph
0202 electrical engineering, electronic engineering, information engineering
Cograph
[INFO]Computer Science [cs]
Approximation
ComputingMilieux_MISCELLANEOUS
Mathematics
Discrete mathematics
Applied Mathematics
Graph partitioning
Complexity
Community structure
Computer Science Applications
Graph theory
010201 computation theory & mathematics
Bipartite graph
020201 artificial intelligence & image processing
Maximal independent set
Feedback vertex set
community structure
complexity
clustering
Computer Science(all)
Subjects
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