On Editing Graphs into 2-Club Clusters

In this paper, we introduce and study three graph modification problems: 2-Club Cluster Vertex Deletion, 2-Club Cluster Edge Deletion, and 2-Club Cluster Editing. In 2-Club Cluster Vertex Deletion (2-Club Cluster Edge Deletion, and 2-Club Cluster Editing), one is given an undirected graph G and an integer k ≥0, and needs to decide whether it is possible to transform G into a 2-club cluster graph by deleting at most k vertices (by deleting at most k edges, and by deleting and adding totally at most k edges). Here, a 2-club cluster graph is a graph in which every connected component is of diameter 2. We first prove that all these three problems are NP-complete. Then, we present for 2-Club Cluster Vertex Deletion a fixed parameter algorithm with running time O ∗(3.31k ), and for 2-Club Cluster Edge Deletion a fixed parameter algorithm with running time O ∗(2.74k ).

[1]  Rolf Niedermeier,et al.  Invitation to Fixed-Parameter Algorithms , 2006 .

[2]  Michael R. Fellows,et al.  On problems without polynomial kernels , 2009, J. Comput. Syst. Sci..

[3]  R. Alba A graph‐theoretic definition of a sociometric clique† , 1973 .

[4]  Christian Komusiewicz,et al.  A More Relaxed Model for Graph-Based Data Clustering: s-Plex Cluster Editing , 2010, SIAM J. Discret. Math..

[5]  Nikhil Bansal,et al.  Correlation Clustering , 2002, The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002. Proceedings..

[6]  David S. Johnson,et al.  Computers and Intractability: A Guide to the Theory of NP-Completeness , 1978 .

[7]  Rui Xu,et al.  Survey of clustering algorithms , 2005, IEEE Transactions on Neural Networks.

[8]  Balabhaskar Balasundaram,et al.  On inclusionwise maximal and maximum cardinality k-clubs in graphs , 2012, Discret. Optim..

[9]  Roded Sharan,et al.  Cluster graph modification problems , 2002, Discret. Appl. Math..

[10]  Charu C. Aggarwal,et al.  A Survey of Algorithms for Dense Subgraph Discovery , 2010, Managing and Mining Graph Data.

[11]  Christian Komusiewicz,et al.  Fixed-Parameter Algorithms for Cluster Vertex Deletion , 2010, Theory of Computing Systems.

[12]  Sergiy Butenko,et al.  Novel Approaches for Analyzing Biological Networks , 2005, J. Comb. Optim..

[13]  Michael R. Fellows,et al.  Parameterized Complexity , 1998 .

[14]  Christian Komusiewicz,et al.  Editing Graphs into Disjoint Unions of Dense Clusters , 2009, Algorithmica.

[15]  John M. Lewis,et al.  The Node-Deletion Problem for Hereditary Properties is NP-Complete , 1980, J. Comput. Syst. Sci..