Strong Inapproximability Results on Balanced Rainbow-Colorable Hypergraphs

Consider a K-uniform hypergraph H = (V,E). A coloring c : V → {1, 2, . . . , k} with k colors is rainbow if every hyperedge e contains at least one vertex from each color, and is called perfectly balanced when each color appears the same number of times. A simple polynomialtime algorithm finds a 2-coloring if H admits a perfectly balanced rainbow k-coloring. For a hypergraph that admits an almost balanced rainbow coloring, we prove that it is NP-hard to find an independent set of size , for any > 0. Consequently, we cannot weakly color (avoiding monochromatic hyperedges) it with O(1) colors. With k = 2, it implies strong hardness for discrepancy minimization of systems of bounded set-size. Our techniques extend recent developments in inapproximability based on reverse hypercontractivity and invariance principles for correlated spaces. We give a recipe for converting a promising test distribution and a suitable choice of a outer PCP to hardness of finding an independent set in the presence of highly-structured colorings. We use this recipe to prove additional results almost in a black-box manner, including: (1) the first analytic proof of (K−1− )hardness of K-Hypergraph Vertex Cover with more structure in completeness, and (2) hardness of (2Q + 1)-SAT when the input clause is promised to have an assignment where every clause has at least Q true literals.

[1]  Rishi Saket,et al.  Optimal Inapproximability for Scheduling Problems via Structural Hardness for Hypergraph Vertex Cover , 2013, 2013 IEEE Conference on Computational Complexity.

[2]  Venkatesan Guruswami,et al.  Super-polylogarithmic hypergraph coloring hardness via low-degree long codes , 2013, STOC.

[3]  Venkatesan Guruswami,et al.  Hardness of approximate hypergraph coloring , 2000, Electron. Colloquium Comput. Complex..

[4]  Siu On Chan,et al.  Approximation resistance from pairwise independent subgroups , 2013, STOC '13.

[5]  Alan M. Frieze,et al.  Coloring Bipartite Hypergraphs , 1996, IPCO.

[6]  Subhash Khot,et al.  Hardness of Reconstructing Multivariate Polynomials over Finite Fields , 2007, FOCS.

[7]  Elchanan Mossel,et al.  On Reverse Hypercontractivity , 2011, Geometric and Functional Analysis.

[8]  Venkatesan Guruswami,et al.  (2+ε)-Sat Is NP-hard , 2014, SIAM J. Comput..

[9]  Nikhil Bansal,et al.  Constructive Algorithms for Discrepancy Minimization , 2010, 2010 IEEE 51st Annual Symposium on Foundations of Computer Science.

[10]  Subhash Khot,et al.  Hardness results for coloring 3-colorable 3-uniform hypergraphs , 2002, The 43rd Annual IEEE Symposium on Foundations of Computer Science, 2002. Proceedings..

[11]  Béla Bollobás,et al.  Cover-Decomposition and Polychromatic Numbers , 2011, ESA.

[12]  Luca Trevisan,et al.  Gowers Uniformity, Influence of Variables, and PCPs , 2009, SIAM J. Comput..

[13]  Subhash Khot,et al.  Hardness of Finding Independent Sets in 2-Colorable and Almost 2-Colorable Hypergraphs , 2014, SODA.

[14]  Shachar Lovett,et al.  Constructive Discrepancy Minimization by Walking on the Edges , 2012, FOCS.

[15]  Venkatesan Guruswami,et al.  A New Multilayered PCP and the Hardness of Hypergraph Vertex Cover , 2005, SIAM J. Comput..

[16]  Elchanan Mossel,et al.  Conditional Hardness for Approximate Coloring , 2009, SIAM J. Comput..

[17]  Jonas Holmerin Vertex cover on 4-regular hyper-graphs is hard to approximate within 2 - ε , 2002, STOC '02.

[18]  Cenny Wenner Circumventing d-to-1 for Approximation Resistance of Satisfiable Predicates Strictly Containing Parity of Width Four - (Extended Abstract) , 2012, APPROX-RANDOM.

[19]  Ryan O'Donnell,et al.  Conditional hardness for satisfiable 3-CSPs , 2009, STOC '09.

[20]  Sangxia Huang Approximation resistance on satisfiable instances for predicates with few accepting inputs , 2013, STOC '13.

[21]  Ryan O'Donnell,et al.  Analysis of Boolean Functions , 2014, ArXiv.

[22]  Rishi Saket Hardness of Finding Independent Sets in 2-Colorable Hypergraphs and of Satisfiable CSPs , 2014, 2014 IEEE 29th Conference on Computational Complexity (CCC).

[23]  Johan Håstad On the NP-Hardness of Max-Not-2 , 2014, SIAM J. Comput..

[24]  Elchanan Mossel Gaussian Bounds for Noise Correlation of Functions , 2007, FOCS 2007.

[25]  Noga Alon,et al.  Approximate Hypergraph Coloring , 1996, Nord. J. Comput..

[26]  Elchanan Mossel,et al.  Non-interactive correlation distillation, inhomogeneous Markov chains, and the reverse Bonami-Beckner inequality , 2004, math/0410560.

[27]  Venkatesan Guruswami,et al.  PCPs via Low-Degree Long Code and Hardness for Constrained Hypergraph Coloring , 2013, 2013 IEEE 54th Annual Symposium on Foundations of Computer Science.

[28]  Subhash Khot,et al.  Inapproximability of Hypergraph Vertex Cover and Applications to Scheduling Problems , 2010, ICALP.

[29]  Ryan O'Donnell,et al.  A new point of NP-hardness for unique games , 2012, STOC '12.

[30]  Irit Dinur,et al.  The Hardness of 3-Uniform Hypergraph Coloring , 2005, Comb..

[31]  Aleksandar Nikolov,et al.  Tight hardness results for minimizing discrepancy , 2011, SODA '11.