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Hardness of approximate hypergraph coloring

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by Venkatesan Guruswami , Madhu Sudan
Venue:SICOMP: SIAM Journal on Computing
Citations:26 - 3 self
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@ARTICLE{Guruswami_hardnessof,
    author = {Venkatesan Guruswami and Madhu Sudan},
    title = {Hardness of approximate hypergraph coloring},
    journal = {SICOMP: SIAM Journal on Computing},
    year = {}
}

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Abstract

We introduce the notion of covering complexity of a verifier for probabilistically checkable proofs (PCP). Such a verifier is given an input, a claimed theorem, and an oracle, representing a purported proof of the theorem. The verifier is also given a random string and decides whether to accept the proof or not, based on the given random string. We define the covering complexity of such a verifier, on a given input, to be the minimum number of proofs needed to “satisfy ” the verifier on every random string, i.e., on every random string, at least one of the given proofs must be accepted by the verifier. The covering complexity of PCP verifiers offers a promising route to getting stronger inapproximability results for some minimization problems, and in particular, (hyper-)graph coloring problems. We present a PCP verifier for NP statements that queries only four bits and yet has a covering complexity of one for true statements and a super-constant covering complexity for statements not in the language. Moreover, the acceptance predicate of this verifier is a simple Not-all-Equal check on the four bits it reads. This enables us to prove that for any constant c, it is NP-hard to color a 2-colorable 4-uniform hypergraph using just c colors, and also yields a super-constant inapproximability result under a stronger hardness

Citations

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21 Coloring bipartite hypergraphs - Hui, Frieze - 1996
19 Improved approximation for graph coloring - Blum, Karger - 1997
16 On the hardness of 4-coloring a 3-colorable graph - Guruswami, Khanna
14 Approximate coloring of uniform hypergraphs, in - Krivelevich, Sudakov - 1998
8 Coloring n-sets red and blue - Spencer
6 Coloring 2-colorable hypergraphs with a sublinear number of colors - Alon, Kelsen, et al. - 1996
3 Query-efficient Checking of Proofs and Improved - Guruswami - 1999
3 Approximate graph coloring using semidefinite programming - Karger, Motwani, et al. - 1998
2 The Approximability of set splitting problems and satisfiability problems with no mixed clauses - Guruswami - 1999
2 A random recoloring method for graphs and hypergraphs - McDiarmid - 1993
1 Hypergraph coloring and the Lovász Local Lemma - McDiarmid - 1997
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