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Volume 16 (2020) Article 14 pp. 1-8 [Note]
On the Hardness of Approximating the k-Way Hypergraph Cut problem
Received: July 25, 2019
Revised: August 29, 2020
Published: December 7, 2020
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Keywords: hardness of approximation, k-way Hypergraph Cut
ACM Classification: F.2.2, G.2.0
AMS Classification: 68Q17

Abstract: [Plain Text Version]

\def\kHMC{\textsf{$k$-way Hypergraph Cut}} \def\DKS{\textsf{Densest $\ell$-Subgraph}} \def\kSMP{\textsf{$k$-way Submodular Partition}}

We consider the approximability of the \kHMC problem: the input is an edge-weighted hypergraph G=(V,\mathcal{E}) and an integer k and the goal is to remove a min-weight subset of the edges such that the residual hypergraph has at least k connected components. When G is a graph this problem admits a 2(1-1/k)-approximation (Saran and Vazirani, SIAM J. Comput. 1995). However, there has been no non-trivial approximation ratio for general hypergraphs. In this note we show, via a very simple reduction, that an \alpha-approximation for \kHMC implies an \alpha^2-approximation for the \DKS problem. Our reduction combined with the hardness result of (Manurangsi STOC'17) implies that under the Exponential Time Hypothesis (ETH), there is no n^{1/(\log \log n)^c}-approximation for \kHMC where c > 0 is a universal constant and n is the number of nodes.

\kHMC is a special case of \kSMP and hence our hardness applies to this latter problem as well. These hardness results are in contrast to a 2-approximation for closely related problems where the goal is to separate k given terminals (Chekuri and Ene, FOCS'11), (Ene et al. SODA'13).