Continuous dependence of stationary distributions on parameters for stochastic predator–prey models

IF 0.7 4区 数学 Q3 STATISTICS & PROBABILITY Journal of Applied Probability Pub Date : 2024-02-22 DOI:10.1017/jpr.2023.98
Nguyen Duc Toan, Nguyen Thanh Dieu, Nguyen Huu Du, Le Ba Dung
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Abstract

This research studies the robustness of permanence and the continuous dependence of the stationary distribution on the parameters for a stochastic predator–prey model with Beddington–DeAngelis functional response. We show that if the model is extinct (resp. permanent) for a parameter, it is still extinct (resp. permanent) in a neighbourhood of this parameter. In the case of extinction, the Lyapunov exponent of predator quantity is negative and the prey quantity converges almost to the saturated situation, where the predator is absent at an exponential rate. Under the condition of permanence, the unique stationary distribution converges weakly to the degenerate measure concentrated at the unique limit cycle or at the globally asymptotic equilibrium when the diffusion term tends to 0.

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捕食者-猎物随机模型的静态分布对参数的连续依赖性
本研究探讨了贝丁顿-德安吉利斯功能响应随机捕食者-猎物模型的永久性稳健性和静态分布对参数的连续依赖性。我们的研究表明,如果该模型在某一参数上灭绝(或永久),那么在该参数的邻域内它仍然是灭绝(或永久)的。在灭绝的情况下,捕食者数量的 Lyapunov 指数为负值,猎物数量几乎收敛到饱和状态,即捕食者以指数速度消失。在持久性条件下,当扩散项趋向于 0 时,唯一的静态分布弱收敛于集中于唯一极限周期或全局渐近平衡的退化度量。
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来源期刊
Journal of Applied Probability
Journal of Applied Probability 数学-统计学与概率论
CiteScore
1.50
自引率
10.00%
发文量
92
审稿时长
6-12 weeks
期刊介绍: Journal of Applied Probability is the oldest journal devoted to the publication of research in the field of applied probability. It is an international journal published by the Applied Probability Trust, and it serves as a companion publication to the Advances in Applied Probability. Its wide audience includes leading researchers across the entire spectrum of applied probability, including biosciences applications, operations research, telecommunications, computer science, engineering, epidemiology, financial mathematics, the physical and social sciences, and any field where stochastic modeling is used. A submission to Applied Probability represents a submission that may, at the Editor-in-Chief’s discretion, appear in either the Journal of Applied Probability or the Advances in Applied Probability. Typically, shorter papers appear in the Journal, with longer contributions appearing in the Advances.
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