A PIECEWISE DETERMINISTIC MODEL FOR A PREY-PREDATOR COMMUNITY

被引:11
|
作者
Costa, Manon [1 ,2 ]
机构
[1] Inst Math Toulouse, Toulouse, France
[2] Univ Paul Sabatier, CNRS UMR 5219, Inst Math Toulouse, 118 Route Narbonne, F-31062 Toulouse 09, France
关键词
Prey-predator communities; piecewise deterministic Markov processes; irreducibility; ergodicity; invariant measures; slow-fast systems; averaging techniques; INDIVIDUAL STOCHASTIC-PROCESSES; MARKOVIAN PROCESSES; STABILITY; DISCRETE; CONVERGENCE; ERGODICITY; POPULATION; DIFFUSION; CRITERIA; LIMIT;
D O I
10.1214/16-AAP1182
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We are interested in prey-predator communities where the predator population evolves much faster than the prey's (e.g., insect-tree communities). We introduce a piecewise deterministic model for these prey-predator communities that arises as a limit of a microscopic model when the number of predators goes to infinity. We prove that the process has a unique invariant probability measure and that it is exponentially ergodic. Further on, we rescale the predator dynamics in order to model predators of smaller size. This slow-fast system converges to a community process in which the prey dynamics is averaged on the predator equilibria. This averaged process admits an invariant probability measure which can be computed explicitly. We use numerical simulations to study the convergence of the invariant probability measures of the resealed processes.
引用
收藏
页码:3491 / 3530
页数:40
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