The Projection Games Conjecture and the Hardness of Approximation of SSAT and related problems

07/12/2019
by   Priyanka Mukhopadhyay, et al.
0

The Super-SAT or SSAT problem was introduced by Dinur, Kindler, Raz and Safra[2002,2003] to prove the NP-hardness of approximation of two popular lattice problems - Shortest Vector Problem (SVP) and Closest Vector Problem (CVP). They conjectured that SSAT is NP-hard to approximate to within factor n^c for some constant c>0, where n is the size of the SSAT instance. In this paper we prove this conjecture assuming the Projection Games Conjecture (PGC), given by Moshkovitz[2012]. This implies hardness of approximation of SVP and CVP within polynomial factors, assuming the Projection Games Conjecture. We also reduce SSAT to the Nearest Codeword Problem (NCP) and Learning Halfspace Problem (LHP), as considered by Arora, Babai, Stern and Sweedyk[1997]. This proves that both these problems are NP-hard to approximate within factor N^c'/loglog n for some constant c'>0 where N is the size of the instances of the respective problems. Assuming the Projection Games Conjecture these problems are proved to be NP-hard to approximate within polynomial factors.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/08/2023

Hardness of Approximating Bounded-Degree Max 2-CSP and Independent Set on k-Claw-Free Graphs

We consider the question of approximating Max 2-CSP where each variable ...
research
08/07/2019

A hardness of approximation result in metric geometry

We show that it is NP-hard to approximate the hyperspherical radius of a...
research
10/04/2020

Inapproximability for Local Correlation Clustering and Dissimilarity Hierarchical Clustering

We present hardness of approximation results for Correlation Clustering ...
research
11/20/2018

Tight Approximation Ratio for Minimum Maximal Matching

We study a combinatorial problem called Minimum Maximal Matching, where ...
research
10/20/2021

An Invariance Principle for the Multi-slice, with Applications

Given an alphabet size m∈ℕ thought of as a constant, and k⃗ = (k_1,…,k_m...
research
04/20/2023

A Conjecture Related to the Traveling Salesman Problem

We show that certain ways of solving some combinatorial optimization pro...
research
01/02/2023

Improved NP-Hardness of Approximation for Orthogonality Dimension and Minrank

The orthogonality dimension of a graph G over ℝ is the smallest integer ...

Please sign up or login with your details

Forgot password? Click here to reset