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Evolutionary freezing in a competitive population | | N.F. Johnson
; D.J.T. Leonard
; P.M. Hui
; T.S. Lo
; | | Date: |
4 May 1999 | | Subject: | Disordered Systems and Neural Networks; Soft Condensed Matter; Adaptation and Self-Organizing Systems; Populations and Evolution | cond-mat.dis-nn adap-org cond-mat.soft nlin.AO q-bio.PE | | Abstract: | We show that evolution in a population of adaptive agents, repeatedly competing for a limited resource, can come to an abrupt halt. This transition from evolutionary to non-evolutionary behavior arises as the global resource level is changed, and is reminiscent of a phase transition to a frozen state. Its origin lies in the inductive decision-making of the agents, the limited global information that they possess and the dynamical feedback inherent in the system. | | Source: | arXiv, cond-mat/9905039 | | Services: | Forum | Review | PDF | Favorites | |
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