Bifurcation into Functional Niches in Adaptation

One of the central questions in evolutionary biology concerns the dynamics of adaptation and diversification. This issue can be addressed experimentally if replicate populations adapting to identical environments can be investigated in detail. We have studied 501 such replicas using digital organisms adapting to at least two fundamentally different functional niches (survival strategies) present in the same environment: one in which fast replication is the way to live, and another where exploitation of the environment's complexity leads to complex organisms with longer life spans and smaller replication rates. While these two modes of survival are closely analogous to those expected to emerge in so-called r and K selection scenarios respectively, the bifurcation of evolutionary histories according to these functional niches occurs in identical environments, under identical selective pressures. We find that the branching occurs early, and leads to drastic phenotypic differences (in fitness, sequence length, and gestation time) that are permanent and irreversible. This study confirms an earlier experimental effort using microorganisms, in that diversification can be understood at least in part in terms of bifurcations on saddle points leading to peak shifts, as in the picture drawn by Sewall Wright.

[1]  R. Lenski,et al.  Evidence for multiple adaptive peaks from populations of bacteria evolving in a structured habitat. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[2]  R. Macarthur,et al.  The Theory of Island Biogeography , 1969 .

[3]  C. Ofria,et al.  Adaptive Radiation from Resource Competition in Digital Organisms , 2004, Science.

[4]  R. Punnett,et al.  The Genetical Theory of Natural Selection , 1930, Nature.

[5]  Sewall Wright,et al.  CHARACTER CHANGE, SPECIATION, AND THE HIGHER TAXA , 1982, Evolution; international journal of organic evolution.

[6]  W. E. Ritter AS TO THE CAUSES OF EVOLUTION. , 1923, Science.

[7]  Christoph Adami,et al.  Experiments in Digital Evolution (Editors' Introduction to the Special Issue) , 2004, Artificial Life.

[8]  Charles Ofria,et al.  Avida , 2004, Artificial Life.

[9]  G. Hardin The competitive exclusion principle. , 1960, Science.

[10]  S. Wright Surfaces of Selective Value Revisited , 1988, The American Naturalist.

[11]  Moshe Sipper,et al.  An Introduction To Articial Life , 1995 .

[12]  R. Lenski,et al.  Dynamics of adaptation and diversification: a 10,000-generation experiment with bacterial populations. , 1994, Proceedings of the National Academy of Sciences of the United States of America.

[13]  Simon A. Levin,et al.  Niche, Habitat, and Ecotope , 1973, The American Naturalist.

[14]  C. Adami,et al.  Introduction To Artificial Life , 1997, IEEE Trans. Evol. Comput..

[15]  G. Yedid,et al.  Macroevolution simulated with autonomously replicating computer programs , 2002, Nature.

[16]  C. Wilke,et al.  The biology of digital organisms , 2002 .

[17]  Thomas S. Ray,et al.  An Approach to the Synthesis of Life , 1991 .