Logical Characterization of Algebraic Circuit Classes over Integral Domains

02/27/2023
by   Timon Barlag, et al.
0

We present an adapted construction of algebraic circuits over the reals introduced by Cucker and Meer to arbitrary infinite integral domains and generalize the AC_ℝ and NC_ℝ-classes for this setting. We give a theorem in the style of Immerman's theorem which shows that for these adapted formalisms, sets decided by circuits of constant depth and polynomial size are the same as sets definable by a suitable adaptation of first-order logic. Additionally, we discuss a generalization of the guarded predicative logic by Durand, Haak and Vollmer and we show characterizations for the AC_R and NC_R hierarchy. Those generalizations apply to the Boolean AC and NC hierarchies as well. Furthermore, we introduce a formalism to be able to compare some of the aforementioned complexity classes with different underlying integral domains.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
05/11/2020

A Logical Characterization of Constant-Depth Circuits over the Reals

In this paper we give an Immerman's Theorem for real-valued computation....
research
04/07/2018

A Near-Optimal Depth-Hierarchy Theorem for Small-Depth Multilinear Circuits

We study the size blow-up that is necessary to convert an algebraic circ...
research
10/05/2017

Model-Theoretic Characterizations of Boolean and Arithmetic Circuit Classes of Small Depth

In this paper we give a characterization of both Boolean and arithmetic ...
research
09/10/2017

Quasi-polynomial Hitting Sets for Circuits with Restricted Parse Trees

We study the class of non-commutative Unambiguous circuits or Unique-Par...
research
11/29/2019

A Restricted Second-Order Logic for Non-deterministic Poly-Logarithmic Time

We introduce a restricted second-order logic SO^plog for finite structur...
research
05/16/2023

A Local Perspective on the Polynomial Hierarchy

We extend classical methods of computational complexity to the setting o...
research
12/02/2020

Nesting negations in FO2 over infinite words

We consider two-variable first-order logic FO2 over infinite words. Rest...

Please sign up or login with your details

Forgot password? Click here to reset