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LNCS 2950 - Aspects of Molecular Computing (Frontmatter Pages)

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The Power <strong>of</strong> Networks <strong>of</strong> Watson-Crick D0L Systems 115<br />

2 ≤ i ≤ n, is checked at the node Mn+i. Notice that after checking the occurrence<br />

<strong>of</strong> the letter ai, the new strings will be forwarded to all nodes <strong>of</strong> Γ, so the<br />

strings representing all possible paths in γ are checked according to the criteria<br />

<strong>of</strong> being Hamiltonian. After the (2n)th step, if the node M2n contains a string<br />

v ¯ X2n, wherev = ai1 ...ain, then this string is forwarded to the node M2n+1 and<br />

is rewritten to v. It will represent a Hamiltonian path in γ, where the string <strong>of</strong><br />

indices i1,...,in corresponds to the nodes Vi1,...,Vin, visited in this order. ✷<br />

5 Population Growth in DNA Systems<br />

The alphabet in the systems considered above is generally bigger than the fourletter<br />

DNA alphabet. We now investigate the special case <strong>of</strong> DNA alphabets.<br />

By a DNA system, [18], we mean a Watson-Crick D0L system whose alphabet<br />

equals the four-letter DNA alphabet. In this section we consider networks based<br />

on DNA systems only. It turns out that quite unexpected phenomena occur in<br />

such simple networks. For instance, the population growth can be very weird, a<br />

function that is not even Z- rational, although the simplicity <strong>of</strong> the four-letter<br />

nodes might suggest otherwise.<br />

We will show in this section that it is possible to construct standard networks<br />

<strong>of</strong> DNA systems, where the population growth is not Z-rational. (By the population<br />

growth function f(n) we mean the total number <strong>of</strong> words in all nodes at<br />

the nth time instant, n ≥ 0. We refer to [7] for formal details <strong>of</strong> the definition.)<br />

The construction given below can be carried out for any pair (p, q) <strong>of</strong> different<br />

primes. We give it explicitly for the pair (2, 5). The construction resembles the<br />

one given in [18].<br />

Theorem 3 There is a network <strong>of</strong> standard DNA systems, consisting <strong>of</strong> two<br />

components, whose population growth is not Z-rational. This holds true independently<br />

<strong>of</strong> the protocol.<br />

Pro<strong>of</strong>. Consider the network Γ <strong>of</strong> standard DNA systems, consisting <strong>of</strong> two<br />

components defined as follows. The first component has the axiom TGand rules<br />

A → A, G → G, T → T 2 , C → C 5 .<br />

The second component has the axiom A and rules<br />

A → A, G → G, T → T, C → C.<br />

Clearly, the second component does not process its words in any way.<br />

The beginning <strong>of</strong> the sequence <strong>of</strong> the first component is<br />

TG, A 2 C, T 2 G 5 , T 4 G 5 , A 8 C 5 , T 8 C 25 ,<br />

T 16 G 25 , A 32 C 25 , T 32 G 125 , T 64 G 125 ,A 128 C 125 ,<br />

T 128 G 625 , T 256 G 625 , T 512 G 625 ,A 1024 C 625 ...

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