The Pattern Basis Approach to Circuit Complexity
Computational Complexity
2016-06-17 v1
Abstract
We describe and motivate a proposed new approach to lowerbounding the circuit complexity of boolean functions, based on a new formalization of "patterns" as elements of a special basis of the vector space of all truth table properties. We prove that a "pattern basis" with certain properties would lead to a useful complexity formula of a specific form, and speculate on how to find such a basis. This formula might take as long to compute on arbitrary functions as a brute-force search among circuits, thus addressing the natural proofs barrier, but has a form amenable to proving lower bounds for well-understood explicit functions.
Cite
@article{arxiv.1606.05331,
title = {The Pattern Basis Approach to Circuit Complexity},
author = {Bruce K. Smith},
journal= {arXiv preprint arXiv:1606.05331},
year = {2016}
}
Comments
101 pages, 4 figures