A parameterized algorithm for packing overlapping subgraphs

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Abstract

Finding subgraphs with arbitrary overlap was introduced as the k-H-Packing with t-Overlap problem in [10]. Specifically, does a given graph G have at least k induced subgraphs each isomorphic to a graph H such that any pair of subgraphs share at most t vertices? This problem has applications in the discovering of overlapping communities in real networks. In this work, we introduce the first parameterized algorithm for the k-H-Packing with t-Overlap problem when H is an arbitrary graph of size r. Our algorithm combines a bounded search tree with a greedy localization technique and runs in time O(r rk k (r∈-∈t∈-∈1)k∈+∈2 n r ), where n∈=∈|V(G)|, r∈=∈|V(H)|, and t∈

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Romero, J., & López-Ortiz, A. (2014). A parameterized algorithm for packing overlapping subgraphs. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 8476 LNCS, pp. 325–336). Springer Verlag. https://doi.org/10.1007/978-3-319-06686-8_25

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