Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior

Details Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior Alife Model of Evolutionary Emergence of Purposeful Adaptive Behavior

2001-10-08

arxiv.org/abs/cs/0110021v1

Computer Science

Neural and Evolutionary Computing

9 pages, 5 figures. Full version of poster presentation on ECAL 2001 (see "Advances in Artificial Life." J. Kelemen, P. Sosik

Scientific paper

The process of evolutionary emergence of purposeful adaptive behavior is investigated by means of computer simulations. The model proposed implies that there is an evolving population of simple agents, which have two natural needs: energy and reproduction. Any need is characterized quantitatively by a corresponding motivation. Motivations determine goal-directed behavior of agents. The model demonstrates that purposeful behavior does emerge in the simulated evolutionary processes. Emergence of purposefulness is accompanied by origin of a simple hierarchy in the control system of agents.

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