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ISCIS
2004
Springer

Biological Metaphors for Agent Behavior

14 years 4 months ago
Biological Metaphors for Agent Behavior
A wide variety of practical problems related to the interaction of agents can be examined using biological metaphors. This paper applies the theory of G-networks to agent systems by considering a biological metaphor based on three types of entities: normal cells C, cancerous or bad cells B, and immune defense agents A which are used to destroy the bad cells B, but which sometimes have the effect of being able to destroy the good cells C as well (autoimmune response). Cells of type C can mutate into cells of Type B, and vice-versa. In the presence of probabilities of correct detection and false alarm on the part of agents of Type A, we examine how the dose of agent A will influence the desired outcome which is that most bad cells B are destroyed while the damage to cells C is limited to an acceptable level. In a second part of the paper we illustrate how a similar model can be used to represent a mixture of agents with the ability to cooperate as well as to compete.
Erol Gelenbe, Varol Kaptan, Yu Wang
Added 02 Jul 2010
Updated 02 Jul 2010
Type Conference
Year 2004
Where ISCIS
Authors Erol Gelenbe, Varol Kaptan, Yu Wang
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