Probabilistic checking of proofs

Author:

Arora Sanjeev1,Safra Shmuel2

Affiliation:

1. Princeton Univ., Princeton, NJ

2. Tel-Aviv Univ., Tel-Aviv, Israel

Abstract

We give a new characterization of NP: the class NP contains exactly those languages L for which membership proofs (a proof that an input x is in L ) can be verified probabilistically in polynomial time using logarithmic number of random bits and by reading sublogarithmic number of bits from the proof. We discuss implications of this characterization; specifically, we show that approximating Clique and Independent Set, even in a very weak sense, is NP-hard.

Publisher

Association for Computing Machinery (ACM)

Subject

Artificial Intelligence,Hardware and Architecture,Information Systems,Control and Systems Engineering,Software

Reference55 articles.

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