Space complexity equivalence of P systems with active membranes and Turing machines

  • Authors:
  • Artiom Alhazov;Alberto Leporati;Giancarlo Mauri;Antonio E. Porreca;Claudio Zandron

  • Affiliations:
  • Institute of Mathematics and Computer Science, Academy of Sciences of Moldova, Academiei 5, Chişinu, MD-2028, Republic of Moldova;Dipartimento di Informatica, Sistemistica e Comunicazione, Universití degli Studi di Milano-Bicocca, Viale Sarca 336/14, 20126 Milano, Italy;Dipartimento di Informatica, Sistemistica e Comunicazione, Universití degli Studi di Milano-Bicocca, Viale Sarca 336/14, 20126 Milano, Italy;Dipartimento di Informatica, Sistemistica e Comunicazione, Universití degli Studi di Milano-Bicocca, Viale Sarca 336/14, 20126 Milano, Italy;Dipartimento di Informatica, Sistemistica e Comunicazione, Universití degli Studi di Milano-Bicocca, Viale Sarca 336/14, 20126 Milano, Italy

  • Venue:
  • Theoretical Computer Science
  • Year:
  • 2014

Quantified Score

Hi-index 5.23

Visualization

Abstract

We prove that arbitrary single-tape Turing machines can be simulated by uniform families of P systems with active membranes with a cubic slowdown and quadratic space overhead. This result is the culmination of a series of previous partial results, finally establishing the equivalence (up to a polynomial) of many space complexity classes defined in terms of P systems and Turing machines. The equivalence we obtained also allows a number of classic computational complexity theorems, such as Savitch's theorem and the space hierarchy theorem, to be directly translated into statements about membrane systems.