Lotka-Volterra system in a random environment

被引:26
作者
Dimentberg, MF [1 ]
机构
[1] Worcester Polytech Inst, Dept Mech Engn, Worcester, MA 01609 USA
来源
PHYSICAL REVIEW E | 2002年 / 65卷 / 03期
关键词
D O I
10.1103/PhysRevE.65.036204
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Classical Lotka-Volterra (LV) model for oscillatory behavior of population sizes of two interacting species (predator-prey or parasite-host pairs) is conservative. This may imply unrealistically high sensitivity of the system's behavior to environmental variations. Thus, a generalized LV model is considered with the equation for preys' reproduction containing the following additional terms: quadratic "damping'' term that accounts for interspecies competition, and term with white-noise random variations of the preys' reproduction factor that simulates the environmental variations. An exact solution is obtained for the corresponding Fokker-Planck-Kolmogorov equation for stationary probability densities (PDF's) of the population sizes. It shows that both population sizes are independent gamma-distributed stationary random processes. Increasing level of the environmental variations does not lead to extinction of the populations. However it may lead to an intermittent behavior, whereby one or both population sizes experience very rare and violent short pulses or outbreaks while remaining on a very low level most of the time. This intermittency is described analytically by direct use of the solutions for the PDF's as well as by applying theory of excursions of random functions and by predicting PDF of peaks in the predators' population size.
引用
收藏
页码:1 / 036204
页数:6
相关论文
共 22 条
[1]  
[Anonymous], 1973, Stability and complexity in model ecosystems
[2]  
BECUS GA, 1979, B MATH BIOL, V41, P91, DOI 10.1007/BF02547927
[3]  
BECUS GA, 1979, B MATH BIOL, V41, P543, DOI 10.1016/S0092-8240(79)80007-5
[4]  
CRAMER H, 1967, STATIONARY RELATED
[5]  
DE SS, 1984, B MATH BIOL, V46, P175, DOI 10.1016/S0092-8240(84)80041-5
[6]  
Dimentberg M.F, 1992, Probab. Eng. Mech., V7, P131
[7]  
Dimentberg M.F., 1988, Statistical Dynamics of Nonlinear and Time-Varying Systems
[8]   Subharmonic response of a quasi-isochronous vibroimpact system to a randomly disordered periodic excitation [J].
Dimentberg, MF ;
Iourtchenko, DV ;
van Ewijk, O .
NONLINEAR DYNAMICS, 1998, 17 (02) :173-186
[9]  
DIMENTBERG MF, 1989, RANDOM PROCESSES DYN
[10]  
Gardiner C. W., 1985, HDB STOCHASTIC METHO, V3