Approximation Algorithms for Connected Maximum Cut and Related Problems

July 02, 2015 Β· Declared Dead Β· πŸ› Embedded Systems and Applications

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Authors MohammadTaghi Hajiaghayi, Guy Kortsarz, Robert MacDavid, Manish Purohit, Kanthi Sarpatwar arXiv ID 1507.00648 Category cs.DS: Data Structures & Algorithms Citations 21 Venue Embedded Systems and Applications Last Checked 3 months ago
Abstract
An instance of the Connected Maximum Cut problem consists of an undirected graph G = (V, E) and the goal is to find a subset of vertices S $\subseteq$ V that maximizes the number of edges in the cut Ξ΄(S) such that the induced graph G[S] is connected. We present the first non-trivial Ξ©(1/log n) approximation algorithm for the connected maximum cut problem in general graphs using novel techniques. We then extend our algorithm to an edge weighted case and obtain a poly-logarithmic approximation algorithm. Interestingly, in stark contrast to the classical max-cut problem, we show that the connected maximum cut problem remains NP-hard even on unweighted, planar graphs. On the positive side, we obtain a polynomial time approximation scheme for the connected maximum cut problem on planar graphs and more generally on graphs with bounded genus.
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