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13th International Conference on Membrane Computing - MTA Sztaki

13th International Conference on Membrane Computing - MTA Sztaki

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(Tissue) P systems with decaying objects<br />

have been in the initial c<strong>on</strong>figurati<strong>on</strong>, after d steps at most KdZ objects can be<br />

distributed over the cells of Π, as all the initial objects have either be used<br />

in the applicati<strong>on</strong> of a rule or else have faded away due to their decay ≤ d.<br />

Therefore, in any c<strong>on</strong>figurati<strong>on</strong> computed in more than d steps, at most KdZ<br />

objects can be distributed over the cells of Π. No matter how these objects are<br />

distributed and how big is their actual decay, in sum <strong>on</strong>ly a finite number of<br />

different c<strong>on</strong>figurati<strong>on</strong>s may evolve from the initial c<strong>on</strong>figurati<strong>on</strong>. Hence, also<br />

the number of results of successful computati<strong>on</strong>s in Π must be finite, which<br />

proves b).<br />

For proving a), we c<strong>on</strong>struct a regular grammar G = (N, T, P, S) as follows:<br />

All the different c<strong>on</strong>figurati<strong>on</strong>s that eventually may be computed from the initial<br />

c<strong>on</strong>figurati<strong>on</strong> c<strong>on</strong>stitute the set of n<strong>on</strong>terminal symbols N; as shown before, their<br />

number is finite. The initial c<strong>on</strong>figurati<strong>on</strong> is represented by the start symbol S.<br />

For each transiti<strong>on</strong> step from a c<strong>on</strong>figuarti<strong>on</strong> represented by the n<strong>on</strong>terminal<br />

A to a c<strong>on</strong>figuarti<strong>on</strong> represented by the n<strong>on</strong>terminal C thereby sending out<br />

the multiset w to the envir<strong>on</strong>ment, we take the rule A → wC into P . If A<br />

represents a final c<strong>on</strong>figurati<strong>on</strong> according to the halting c<strong>on</strong>diti<strong>on</strong> γ, we take<br />

the rule A → λ into P . According to this c<strong>on</strong>structi<strong>on</strong> it is easy to see that<br />

P s (L (G)) = P s [d] (Π, ϑ, γ, E), which observati<strong>on</strong> completes the proof. □<br />

In combinati<strong>on</strong> with the Examples 3 and 4 we immediately infer the following<br />

characterizati<strong>on</strong>s of Y F IN and Y REG, Y ∈ {N, P s}:<br />

Theorem 1. For all d ≥ 1 and each Y ∈ {N, P s} as well as for ϑ being any<br />

of the derivati<strong>on</strong> modes sequ, max k for k ∈ N, min k (p), or max k (p) for k ∈ N<br />

(with p denoting the number of partiti<strong>on</strong>s in the partiti<strong>on</strong>ing Θ),<br />

a) for any halting c<strong>on</strong>diti<strong>on</strong> γ ∈ {H, h, A, F },<br />

Y O ∗<br />

[d] C ∗ (ϑ, γ, E) [ncoo] = Y REG<br />

as well as,<br />

b) for any halting c<strong>on</strong>diti<strong>on</strong> γ ∈ {H, h, F } and for any ρ ∈ {N, T }∪{−l | l ∈ N},<br />

Y O ∗<br />

[d] C ∗ (ϑ, γ, ρ) [ncoo] = Y F IN.<br />

Proof (sketch). We <strong>on</strong>ly have to show that the given transiti<strong>on</strong> modes fulfill the<br />

c<strong>on</strong>diti<strong>on</strong> needed for the applicati<strong>on</strong> of Lemma 1. The maximal number K of<br />

rules applicable in Π according to the transiti<strong>on</strong> modes ϑ can be given as follows:<br />

– for ϑ = sequ, K = 1;<br />

– for ϑ = max k , k ∈ N, K = k;<br />

– for min k (p) and max k (p), k, p ∈ N, K = kp.<br />

In all cases, the c<strong>on</strong>diti<strong>on</strong> of Lemma 1 is fulfilled, which yields the inclusi<strong>on</strong>s<br />

⊆; the opposite inclusi<strong>on</strong>s are shown by taking the P systems from Examples 3<br />

and 4.<br />

□<br />

In the remaining subsecti<strong>on</strong>s of this secti<strong>on</strong>, we compare these results for<br />

specific variants of P systems with decaying objects from Theorem 1 with the<br />

computai<strong>on</strong>al completeness results obtained in [11] for the corresp<strong>on</strong>ding variants<br />

of P systems with n<strong>on</strong>-decaying symbols.<br />

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