Homogeneous Algebraic Complexity Theory and Algebraic Formulas
Abstract
We study algebraic complexity classes and their complete polynomials under \emph{homogeneous linear} projections, not just under the usual affine linear projections that were originally introduced by Valiant in 1979. These reductions are weaker yet more natural from a geometric complexity theory (GCT) standpoint, because the corresponding orbit closure formulations do not require the padding of polynomials. We give the \emph{first} complete polynomials for VF, the class of sequences of polynomials that admit small algebraic formulas, under homogeneous linear projections: The sum of the entries of the non-commutative elementary symmetric polynomial in 3 by 3 matrices of homogeneous linear forms. Even simpler variants of the elementary symmetric polynomial are hard for the topological closure of a large subclass of VF: the sum of the entries of the non-commutative elementary symmetric polynomial in 2 by 2 matrices of homogeneous linear forms, and homogeneous variants of the continuant polynomial (Bringmann, Ikenmeyer, Zuiddam, JACM '18). This requires a careful study of circuits with arity-3 product gates.
Keywords
Cite
@article{arxiv.2311.17019,
title = {Homogeneous Algebraic Complexity Theory and Algebraic Formulas},
author = {Pranjal Dutta and Fulvio Gesmundo and Christian Ikenmeyer and Gorav Jindal and Vladimir Lysikov},
journal= {arXiv preprint arXiv:2311.17019},
year = {2024}
}
Comments
This is edited part of preprint arXiv:2211.07055