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13th International Conference on Membrane Computing - MTA Sztaki

13th International Conference on Membrane Computing - MTA Sztaki

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P. Ramón, A. Troina<br />

Fig. 2. r/K selecti<strong>on</strong> in a disruptive envir<strong>on</strong>ment.<br />

communities and the evoluti<strong>on</strong> of interacting species. It results in the ultimate<br />

survival, and dominance, of the best suited variants of species: species less suited<br />

to compete for resources either adapt or die out. We already depicted a form of<br />

competiti<strong>on</strong> in the c<strong>on</strong>text of the logistic model, where individuals of the same<br />

species compete for vital space (limited by the carrying capacity K).<br />

Quite an apposite force is mutualism, c<strong>on</strong>test in which organisms of different<br />

species biologically interact in a relati<strong>on</strong>ship where each of the individuals<br />

involved obtain a fitness benefit. Similar interacti<strong>on</strong>s between individuals of the<br />

same species are known as co-operati<strong>on</strong>. Mutualism bel<strong>on</strong>gs to the category of<br />

symbiotic relati<strong>on</strong>ships, including also commensalism (in which <strong>on</strong>e species benefits<br />

and the other is neutral, i.e. has no harm nor benefits) and parasitism (in<br />

which <strong>on</strong>e species benefits at the expense of the other).<br />

The general model for competiti<strong>on</strong> and mutualism between two species a and<br />

b is defined by the following equati<strong>on</strong>s [44]:<br />

dN a<br />

dt<br />

= ra·Na<br />

dN b<br />

dt<br />

= r b·N b<br />

K a<br />

· (K a − N a + α ab · N b )<br />

K b<br />

· (K b − N b + α ba · N a )<br />

where the r and K factors model the growth rates and the carrying capacities<br />

for the two species, and the α coefficients describe the nature of the relati<strong>on</strong>ship<br />

between the two species: if α ij is negative, species N j has negative effects <strong>on</strong><br />

species N i (i.e., by competing or preying it), if α ij is positive, species N j has<br />

positive effects <strong>on</strong> species N i (i.e., through some kind of mutualistic interacti<strong>on</strong>).<br />

The logistic model, already discussed, is included in the differential equati<strong>on</strong>s<br />

above. Here we abstract away from it and just focus <strong>on</strong> the comp<strong>on</strong>ents which<br />

describe the effects of competiti<strong>on</strong> and mutualism we are now interested in.<br />

CWC Modelling 4 (Competiti<strong>on</strong> and Mutualism) For a compartment of<br />

type l, we can encode within CWC the model about competiti<strong>on</strong> and mutualism<br />

394

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