Comparison between stochastic and deterministic selection-mutation models

被引:10
作者
Ackleh, Azmy S. [1 ]
Hu, Shuhua
机构
[1] Univ Louisiana Lafayette, Dept Math, Lafayette, LA 70504 USA
[2] N Carolina State Univ, Ctr Res Sci Computat, Raleigh, NC 27695 USA
关键词
selection-mutation models; competitive exclusion; coexistence; stochastic differential equations;
D O I
10.3934/mbe.2007.4.133
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
We present a deterministic selection-mutation model with a disc rete trait variable. We show that for an irreducible selection-mutation matrix in the birth term the deterministic model has a unique interior equilibrium which is globally stable. Thus all subpopulations coexist. In the pure select ion case, the outcome is known to be that of competitive exclusion, where the subpopulation with the largest growth-to-mortality ratio will survive and there maining subpopulations will go extinct. We show that if the selection m utation matrix is reducible, then competitive exclusion or coexistence are possible outcomes. We then develop a stochastic population model based on the deterministic one. We show numerically that the mean behavior of the stochastic model in general agrees with the deterministic one. However, un-like the deterministic one, if the differences in the growth-to-mortality ratios are small in the pure selection case, it cannot be determined a priori which subpopulation will have the highest probability of surviving and winning the competition.
引用
收藏
页码:133 / 157
页数:25
相关论文
共 24 条
[1]  
Ackleh AS, 2005, DISCRETE CONT DYN-B, V5, P917
[2]   Competitive exclusion and coexistence for a quasilinear size-structured population model [J].
Ackleh, AS ;
Deng, K ;
Wang, XB .
MATHEMATICAL BIOSCIENCES, 2004, 192 (02) :177-192
[3]   Survival of the fittest in a generalized logistic model [J].
Ackleh, AS ;
Marshall, DF ;
Heatherly, HE ;
Fitzpatrick, BG .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 1999, 9 (09) :1379-1391
[4]  
Ackleh Azmy S., 2004, Natural Resource Modeling, V17, P213
[5]  
Allen EJ, 1999, DYN CONTIN DISCRET I, V5, P271
[6]   TOWARD A DYNAMICS FOR POWER AND CONTROL IN SOCIETY [J].
ALLEN, GD .
JOURNAL OF MATHEMATICAL SOCIOLOGY, 1992, 17 (01) :1-38
[7]  
Allen L. J., 2010, An introduction to stochastic processes with applications to biology
[8]  
Allen L.J., 2007, Introduction to Mathematical Biology
[9]   Stationary distributions under mutation-selection balance: Structure and properties [J].
Burger, R ;
Bomze, IM .
ADVANCES IN APPLIED PROBABILITY, 1996, 28 (01) :227-251
[10]   Stationary solutions of a selection mutation model: The pure mutation case [J].
Calsina, A ;
Cuadrado, S .
MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2005, 15 (07) :1091-1117