English

Theories for TC0 and Other Small Complexity Classes

Logic in Computer Science 2017-01-11 v4 Computational Complexity

Abstract

We present a general method for introducing finitely axiomatizable "minimal" two-sorted theories for various subclasses of P (problems solvable in polynomial time). The two sorts are natural numbers and finite sets of natural numbers. The latter are essentially the finite binary strings, which provide a natural domain for defining the functions and sets in small complexity classes. We concentrate on the complexity class TC^0, whose problems are defined by uniform polynomial-size families of bounded-depth Boolean circuits with majority gates. We present an elegant theory VTC^0 in which the provably-total functions are those associated with TC^0, and then prove that VTC^0 is "isomorphic" to a different-looking single-sorted theory introduced by Johannsen and Pollet. The most technical part of the isomorphism proof is defining binary number multiplication in terms a bit-counting function, and showing how to formalize the proofs of its algebraic properties.

Keywords

Cite

@article{arxiv.cs/0505013,
  title  = {Theories for TC0 and Other Small Complexity Classes},
  author = {Phuong Nguyen and Stephen Cook},
  journal= {arXiv preprint arXiv:cs/0505013},
  year   = {2017}
}

Comments

40 pages, Logical Methods in Computer Science