Title | Efficient solutions to hard computational problems by P systems with symport/antiport rules and membrane division |
Publication Type | Journal Papers |
Year of Publication | 2015 |
Authors | Song, B., Pérez-Jiménez M. J., & Pan L. |
Journal Title | Biosystems |
Publisher | Elsevier |
Place Published | San Diego, CA, USA |
Volume | 130 |
Pages | 51-58 |
Date Published | 04/2015 |
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. |
Keywords | Cell-like P system; Symport/Antiport rule; Membrane division; Subset Sum problem; QSAT problem |
URL | http://www.sciencedirect.com/science/article/pii/S0303264715000350 |
Impact Factor | 1.548 |
Ranking | 37/85 - Q2 |
ISSN Number | 0303-2647 |
DOI | 10.1016/j.biosystems.2015.03.002 |