A note on the hardness of approximating the k-way Hypergraph Cut problem
نویسندگان
چکیده
We consider the approximability of k-way Hypergraph Cut problem: the input is an edge-weighted hypergraph G = (V, E) and an integer k and the goal is to remove a min-weight subset of the edges such that the residual graph has at least k connected components. When G is a graph this problem admits a 2(1 − 1/k)-approximation [8], however, there has been no non-trivial approximation ratio for general hypergraphs. In this note we show, via a very simple reduction, that an α-approximation for k-way Hypergraph Cut implies an O(α)approximation for the Densest k-Subgraph problem. This gives conditional hardness of approximation for k-way Hypergraph Cut since the best known approximation ratio for Densest k-Subgraph is O(n) [1] and resolving its approximability is a major open problem. As a corollary we obtain conditional hardness for k-way Submodular Multiway Partition problem which generalizes k-way Hypergraph Cut. These resuls are in contrast to 2(1− 1/k)-approximation for closely related problems where the goal is to separate k given terminals [3, 4].
منابع مشابه
On the Inapproximability of Vertex Cover on k-Partite k-Uniform Hypergraphs
Computing a minimum vertex cover in graphs and hypergraphs is a well-studied optimizaton problem. While intractable in general, it is well known that on bipartite graphs, vertex cover is polynomial time solvable. In this work, we study the natural extension of bipartite vertex cover to hypergraphs, namely finding a small vertex cover in kuniform k-partite hypergraphs, when the k-partition is gi...
متن کاملLocally Expanding Hypergraphs and the Unique Games Conjecture
We examine the hardness of approximating constraint satisfaction problems with k-variable constraints, known as k-CSP’s. We are specifically interested in k-CSP’s whose constraints are unique, which means that for any assignment to any k − 1 of the variables, there is a unique assignment to the last variable satisfying the constraint. One fundamental example of these CSP’s is Ek-Lin-p, the prob...
متن کاملA Different Perspective For Approximating Max Set Packing
Given an r-uniform hypergraph H(I,A), with k, t ∈ N, consider the following problem: Does there exist a subset of hyperedges S ⊆ A of size k, and an allocation function M such that M(A) ⊆ A and |M(A)| = t for all A ∈ S, and furthermore {M(A)}A∈S forms a packing. When t = r this is exactly the famous set packing problem. In the optimization version of set packing, one asks to maximize k, while k...
متن کاملConstrained Min-Cut Replication for K-Way Hypergraph Partitioning
R is a widely-used technique in information retrieval and database systems for providing fault tolerance and reducing parallelization and processing costs. Combinatorial models based on hypergraph partitioning are proposed for various problems arising in information retrieval and database systems. We consider the possibility of using vertex replication to improve the quality of hypergraph parti...
متن کاملHypergraph k-Cut in Randomized Polynomial Time
In the hypergraph k-cut problem, the input is a hypergraph, and the goal is to find a smallest subset of hyperedges whose removal ensures that the remaining hypergraph has at least k connected components. This problem is known to be at least as hard as the densest k-subgraph problem when k is part of the input (Chekuri-Li, 2015). We present a randomized polynomial time algorithm to solve the hy...
متن کامل