Subject: | Evolution |
Presenter: | Jérémy Barbay |
Paper: | " Self-Organized Criticality and Punctuated Equilibria " |
  | by P Bak and S Boettcher |
Abstract |
Punctuated Equilibrium and Bak Sneppen models
Studying evolution of species on large time scale, one can observe
large periods of equilibrium punctuated by short periods of great
changes. Each of these revolutions can be explained by climatic
changes, cosmic accidents: this is the catastrophism theory. These
events look cyclic, and it has been suggested that they might be
caused by a comete, reentering regularly earth wherabouts. Another
explanation is the "punctuated equilibrium theory", stating that this
behavior is induced by the own dynamics of the ecosystem.
Most theories take as a start a change in the environment, consider
the selection of the fittest, and suggest the evolution of the
species. This does not take into account the action of the species
changing its environment while evolving. Bak Sneppen model has been
submitted by physicists to take this into account and justify another
possible explanation. It models a food chain, associating to each
species an adaptation coefficient. At each step the species of
minimal adaptation coefficient is removed and replaced by a new one,
with a new adaptation coefficient. The adaptation coefficients of its
neighbors in the food chain are also replaced, as their environment is
being changed.
The physicist have been simulating this model and found that it
justified the theory. I analyzed with Claire Kenyon a variant and
proved it behaved in the same way. Meester and Znamenski completed the
analysis of the variant AND of the original model and proved some phase
transition in these models. I will try to end my talk with a span of
these results and the conclusion that can be drawn from those.
Reference: P Bak and S Boettcher. (1997) Self-Organized Criticality
and Punctuated Equilibria. cond-mat/9701157.
The paper is available at http://xxx.lanl.gov/abs/cond-mat/9701157
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