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The Projection Games Conjecture and the hardness of approximation of super-SAT and related problems.

Authors :
Mukhopadhyay, Priyanka
Source :
Journal of Computer & System Sciences. Feb2022, Vol. 123, p186-201. 16p.
Publication Year :
2022

Abstract

The Super-SAT (SSAT) problem was introduced in [1,2] to prove the NP-hardness of approximation of two popular lattice problems - Shortest Vector Problem and Closest Vector Problem. SSAT is conjectured to be NP-hard to approximate to within a factor of n c (c is positive constant, n is the size of the SSAT instance). In this paper we prove this conjecture assuming the Projection Games Conjecture (PGC) [3]. This implies hardness of approximation of these lattice problems within polynomial factors, assuming PGC. We also reduce SSAT to the Nearest Codeword Problem and Learning Halfspace Problem [4]. This proves that both these problems are NP-hard to approximate within a factor of N c ′ / log ⁡ log ⁡ n (c ′ is positive constant, N is the size of the instances of the respective problems). Assuming PGC these problems are proved to be NP-hard to approximate within polynomial factors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00220000
Volume :
123
Database :
Academic Search Index
Journal :
Journal of Computer & System Sciences
Publication Type :
Academic Journal
Accession number :
152816058
Full Text :
https://doi.org/10.1016/j.jcss.2021.09.002