Complex population dynamics as a competition between multiple-time-scale phenomena.
The role of the selection pressure and mutation amplitude on the behavior of a single-species population evolving on a two-dimensional lattice, in a periodically changing environment, is studied both analytically and numerically. The mean-field level of description allows one to highlight the delicate interplay between the different time-scale processes in the resulting complex dynamics of the system. We clarify the influence of the amplitude and period of the environmental changes on the critical value of the selection pressure corresponding to a phase-transition "extinct-alive" of the population. However, the intrinsic stochasticity and the dynamically-built in correlations among the individuals, as well as the role of the mutation-induced variety in population's evolution are not appropriately accounted for. A more refined level of description, which is an individual-based one, has to be considered. The inherent fluctuations do not destroy the phase transition "extinct-alive," and the mutation amplitude is strongly influencing the value of the critical selection pressure. The phase diagram in the plane of the population's parameters-selection and mutation are discussed as a function of the environmental variation characteristics. The differences between a smooth variation of the environment and an abrupt, catastrophic change are also addressed.
Bena
Ioana
I
Theoretical Physics Department, University of Geneva, Quai E. Ansermet no. 24, 1211 Geneva 4, Switzerland. ioana.bena@physics.unige.ch
Droz
Michel
M
Szwabiński
Janusz
J
Pekalski
Andrzej
A
D000222:Adaptation, Physiological; D000818:Animals; D001683:Biological Clocks / Q000502:physiology; D005075:Biological Evolution; D003163:Competitive Behavior; D003198:Computer Simulation; D017753:Ecosystem; D053476:Extinction, Biological; D006801:Humans; D008954:Models, Biological; D011157:Population Dynamics; D011158:Population Growth; D012641:Selection, Genetic; D015996:Survival Rate