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13th International Conference on Membrane Computing - MTA Sztaki

13th International Conference on Membrane Computing - MTA Sztaki

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Sublinear-space P systems with active membranes<br />

5 C<strong>on</strong>clusi<strong>on</strong>s<br />

In this paper we extended the deniti<strong>on</strong> of space complexity for P systems [6] in<br />

order to c<strong>on</strong>sider sublinear-space computati<strong>on</strong>s and compare them to logarithmicspace<br />

Turing machines.<br />

To ensure that the P systems themselves perform the actual computati<strong>on</strong><br />

(as opposed to letting the uniformity machine solve the problem), we needed<br />

to weaken the usual polynomial-time uniformity c<strong>on</strong>diti<strong>on</strong> (as L ⊆ P). We<br />

showed how a variant of a comm<strong>on</strong> uniformity c<strong>on</strong>diti<strong>on</strong> for Boolean circuits,<br />

DLOGTIME uniformity, may also be used to dene families of P systems with<br />

active membranes.<br />

We were then able to dene DLOGTIME-uniform families of P systems<br />

working in logarithmic space and simulating logarithmic-space Turing machines,<br />

thus showing that the former devices are at least as computati<strong>on</strong>ally powerful<br />

as the latter <strong>on</strong>es, in symbols L ⊆ (DLT, DLT)-LMCSPACE AM .<br />

Although the DLOGTIME uniformity c<strong>on</strong>diti<strong>on</strong> we proposed, like the AC 0<br />

uniformity already c<strong>on</strong>sidered in the literature [3], is weaker than the usual P<br />

uniformity, it nevertheless seems powerful enough to be applied to many already<br />

published results. Indeed, we c<strong>on</strong>jecture that most previously dened P-uniform<br />

families of P systems can be adapted to DLOGTIME uniformity.<br />

It remains to be established whether (DLT, DLT)-LMCSPACE AM = L, or<br />

if that class includes harder problems like, for instance, those in NL.<br />

Acknowledgements<br />

The authors would like to thank Artiom Alhazov, Luca Manz<strong>on</strong>i, Niall Murphy,<br />

and Marco S. Nobile for the suggesti<strong>on</strong>s they provided. This work was partially<br />

supported by Università degli Studi di Milano-Bicocca, F<strong>on</strong>do di Ateneo per la<br />

Ricerca (FAR) 2011.<br />

References<br />

1. Alhazov, A., Leporati, A., Mauri, G., Porreca, A.E., Zandr<strong>on</strong>, C.: The computati<strong>on</strong>al<br />

power of exp<strong>on</strong>ential-space P systems with active membranes. In: Martínezdel-Amor,<br />

M.A., P un, Gh., Pérez-Hurtado, I., Romero-Campero, F.J. (eds.) Proceedings<br />

of the Tenth Brainstorming Week <strong>on</strong> <strong>Membrane</strong> <strong>Computing</strong>, vol. I, pp.<br />

3560. Fénix Editora (2012)<br />

2. Mix Barringt<strong>on</strong>, D.A., Immerman, N., Straubing, H.: On uniformity within NC 1 .<br />

Journal of Computer and System Sciences 41(3), 274306 (1990)<br />

3. Murphy, N., Woods, D.: The computati<strong>on</strong>al power of membrane systems under tight<br />

uniformity c<strong>on</strong>diti<strong>on</strong>s. Natural <strong>Computing</strong> 10(1), 613632 (2011)<br />

4. P un, Gh.: P systems with active membranes: Attacking NP-complete problems.<br />

Journal of Automata, Languages and Combinatorics 6(1), 7590 (2001)<br />

5. Pérez-Jiménez, M.J., Romero-Jiménez, A., Sancho-Caparrini, F.: Complexity classes<br />

in models of cellular computing with membranes. Natural <strong>Computing</strong> 2(3), 265284<br />

(2003)<br />

383

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