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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 />

l<strong>on</strong>g as there are enough resources to give all subsystems the chance to c<strong>on</strong>tinue<br />

their evoluti<strong>on</strong>. Computati<strong>on</strong>s also may be c<strong>on</strong>sidered to be successful if at some<br />

moment a specific pattern appears (halting with final states, abbreviated by F ). If<br />

the computati<strong>on</strong> enters an infinite loop with a specific sequence of c<strong>on</strong>figurati<strong>on</strong>s<br />

appearing periodically, we speak of adult halting, abbreviated by A.<br />

N(Π, ϑ, γ, ρ) denotes the set of natural numbers computed by halting (with<br />

respect to the halting c<strong>on</strong>diti<strong>on</strong> γ) computati<strong>on</strong>s of Π in the transiti<strong>on</strong> mode<br />

ϑ, with the numbers extracted from the output cell i 0 with respect to specific<br />

c<strong>on</strong>straints specified by ρ, i.e., we either take the whole c<strong>on</strong>tents or <strong>on</strong>ly take the<br />

terminal symbols or else subtract a given c<strong>on</strong>stant l from the resulting numbers<br />

of objects in i 0 . Moreover, we also c<strong>on</strong>sider an additi<strong>on</strong>al variant of obtaining<br />

the results by allowing the rules to send out multisets of objects into the envir<strong>on</strong>ment,<br />

where we assume them to be collected as n<strong>on</strong>-decaying objects; the<br />

envir<strong>on</strong>ment is c<strong>on</strong>sidered as an additi<strong>on</strong>al cell labelled by 0, the rules therefore<br />

being of the form<br />

We use the notati<strong>on</strong><br />

(E : (x 1 , 1) . . . (x n , n) → (y 0 , 0) (y 1 , 1) . . . (y n , n)) .<br />

NO m C n (ϑ, γ, ρ) [parameters for rules]<br />

to denote the family of sets of natural numbers generated by networks of cells<br />

Π = (n, V, T, w, R, i 0 ) with m = |V |; γ specifies the way of halting, i.e., γ ∈<br />

{H, h, A, F }; ϑ indicates <strong>on</strong>e of the transiti<strong>on</strong> modes asyn, sequ, max, and max k<br />

for k ∈ N as well as min(p), min k (p), and max k (p) for k ∈ N with p denoting the<br />

number of partiti<strong>on</strong>s in the partiti<strong>on</strong>ing Θ; ρ ∈ {E, N, T }∪{−l | l ∈ N} specifies<br />

how the results are taken from the number of objects in the specified output<br />

cell i 0 (if we take the whole c<strong>on</strong>tents, we use N; we take T if the results are<br />

taken modulo the terminal alphabet or else −l when subtracting the c<strong>on</strong>stant l<br />

from the resulting numbers of objects in i 0 ) or else sent out to the envir<strong>on</strong>ment<br />

(specified by E); the parameters for rules describe the specific features of the<br />

rules in R. If any of the parameters m and n is unbounded, we replace it by ∗. If<br />

we are not <strong>on</strong>ly interested in the total number of objects obtained in the output<br />

cell, but want to distinguish the different terminal symbols, in all the definiti<strong>on</strong>s<br />

given above we replace the prefix N by P s indicating that then we get sets of<br />

vectors of natural numbers, corresp<strong>on</strong>ding with sets of Parikh vectors. In that<br />

case, the parameter −l for ρ means that (at most) l n<strong>on</strong>terminal symbols may<br />

appear in the output cell, whereas N indicates that the number of additi<strong>on</strong>al<br />

n<strong>on</strong>terminal symbols is added to the first comp<strong>on</strong>ent of the result vector.<br />

2.4 P Systems with Decaying Objects<br />

In all the variants of P systems as defined above, we now may introduce the<br />

c<strong>on</strong>cept of decaying objects, i.e., for each object in the initial c<strong>on</strong>figurati<strong>on</strong> and<br />

for each object generated by the applicati<strong>on</strong> of a rule, we specify its decay d, i.e.,<br />

the number of computati<strong>on</strong> steps it may survive without having been affected<br />

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