Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
1999-05-04
Physics
Condensed Matter
Disordered Systems and Neural Networks
LaTeX file + 4 separate (pdf) figures. Revised version has minor change in Fig. 3 axis label
Scientific paper
10.1016/S0378-4371(00)00230-2
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.
Hui Pak Ming
Johnson Neil F.
Leonard Darren J. T.
Lo Tak Shing
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