3.1n - o(n) circuit lower bounds for explicit functions
Jiatu Li, Tianqi Yang
摘要
Proving circuit lower bounds has been an important but extremely hard problem for decades. Although one may show that almost every function f : F n 2 → F 2 requires circuit of size Ω(2 n /n) by a simple counting argument, it remains unknown whether there is an explicit function (for example, a function in NP) not computable by circuits of size 10n. In fact, a 3no(n) explicit lower bound by Blum (TCS, 1984) was unbeaten for over 30 years until a recent breakthrough by Find et al. (FOCS, 2016), which proved a (3 + 1 86 )no(n) lower bound for affine dispersers, a class of functions known to be constructible in P.
In this paper, we prove a stronger lower bound 3.1no(n) for affine dispersers. To get this result, we strengthen the gate elimination approach for (3 + 1 86 )n lower bound, by a more sophisticated case analysis that significantly decreases the number of bottleneck structures introduced during the elimination procedure. Intuitively, our improvement relies on three observations: adjacent bottleneck structures becomes less troubled; the gates eliminated are usually connected; and the hardest cases during gate elimination have nice local properties to prevent the introduction of new bottleneck structures.
later by Schnorr [Sch74]. Soon after, this lower bound was pushed up to 2.5n -O(1) for certain symmetric functions by Stockmeyer [Sto77] and a slightly weaker 2.5no(n) for combinations of storage access functions by Paul [Pau77]. The latter one was then improved by Blum [Blu84] to 3no(n) with a slightly modified function, which stood unbeaten for over thirty years. It was not
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