Relations between average-case and worst-case complexity

[PostScript | PDF]

Abstract

The consequences of the worst-case assumption NP=P are very well understood. On the other hand, we only know a few consequences of the average-case assumption ``NP is easy on average.'' In this paper we establish several new results on the worst-case complexity of Arthur-Merlin games (the class AM) under the average-case complexity assumption ``NP is easy on average.''

We first consider a stronger notion of ``NP is easy an average'' namely NP is easy on average with respect to distributions that are computable by a polynomial size circuit family. Under this assumption we show:

Under the assumption that NP is easy on average with respect to polynomial-time computable distributions, we show: