Efficient solutions to hard computational problems by P systems with symport/antiport rules and membrane division

TitleEfficient solutions to hard computational problems by P systems with symport/antiport rules and membrane division
Publication TypeJournal Papers
Year of Publication2015
AuthorsSong, B., Pérez-Jiménez M. J., & Pan L.
Journal TitleBiosystems
PublisherElsevier
Place PublishedSan Diego, CA, USA
Volume130
Pages51-58
Date Published04/2015
Abstract

P systems are computing models inspired by some basic features of biological membranes. In this work, membrane division, which provides a way to obtain an exponential workspace in linear time, is introduced into (cell-like) P systems with communication (symport/antiport) rules, where objects are never modified but they just change their places. The computational efficiency of this kind of P systems is studied. Specifically, we present a (uniform) linear time solution to the NP-complete problem, Subset Sum by using division rules for elementary membranes and communication rules of length at most 3. We further prove that such P system allowing division rules for non-elementary membranes can efficiently solve the PSPACE-complete problem, QSAT in a uniform way.

KeywordsCell-like P system; Symport/Antiport rule; Membrane division; Subset Sum problem; QSAT problem
URLhttp://www.sciencedirect.com/science/article/pii/S0303264715000350
Impact Factor

1.548

Ranking

37/85 - Q2

ISSN Number0303-2647
DOI10.1016/j.biosystems.2015.03.002