On topological lower bounds for algebraic computation trees
Computational Complexity
2015-08-18 v2 Algebraic Topology
Abstract
We prove that the height of any algebraic computation tree for deciding membership in a semialgebraic set is bounded from below (up to a multiplicative constant) by the logarithm of m-th Betti number (with respect to singular homology) of the set, divided by m+1. This result complements the well known lower bound by Yao for locally closed semialgebraic sets in terms of the total Borel-Moore Betti number. We also prove that the height is bounded from below by the logarithm of m-th Betti number of a projection of the set onto a coordinate subspace, divided by (m+1)^2. We illustrate these general results by examples of lower complexity bounds for some specific computational problems.
Cite
@article{arxiv.1502.04341,
title = {On topological lower bounds for algebraic computation trees},
author = {Nicolai Vorobjov and Andrei Gabrielov},
journal= {arXiv preprint arXiv:1502.04341},
year = {2015}
}
Comments
10 pages, minor editorial corrections