Editing graphs into few cliques: Complexity, approximation, and kernelization schemes

Abstract

Given an undirected graph G and a positive integer k, the NP-hard SPARSE SPLIT GRAPH EDITING problem asks to transform G into a graph that consists of a clique plus isolated vertices by performing at most k edge insertions and deletions; similarly, the P3-BAG EDITING problem asks to transform G into a graph which is the union of two possibly overlapping cliques. We give a simple linear-time 3-approximation algorithm for SPARSE SPLIT GRAPH EDITING, an improvement over a more involved known factor-3.525 approximation. Further, we show that P3-BAG EDITING is NP-complete. Finally, we present a kernelization scheme for both problems and additionally for the 2-Cluster Editing problem. This scheme produces for each fixed ε in polynomial time a kernel of order εk. This is, to the best of our knowledge, the first example of a kernelization scheme that converges to a known lower bound.