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一个由带Lévy跳跃的均值回复OU过程驱动的随机吉尔平-阿亚拉互利共生模型。

A stochastic Gilpin-Ayala mutualism model driven by mean-reverting OU process with Lévy jumps.

作者信息

Gao Meng, Ai Xiaohui

机构信息

School of Science, Northeast Forestry University, Harbin 150040, China.

出版信息

Math Biosci Eng. 2024 Feb 23;21(3):4117-4141. doi: 10.3934/mbe.2024182.

Abstract

By using the Ornstein-Uhlenbeck (OU) process to simulate random disturbances in the environment, and considering the influence of jump noise, a stochastic Gilpin-Ayala mutualism model driven by mean-reverting OU process with Lévy jumps was established, and the asymptotic behaviors of the stochastic Gilpin-Ayala mutualism model were studied. First, the existence of the global solution of the stochastic Gilpin-Ayala mutualism model is proved by the appropriate Lyapunov function. Second, the moment boundedness of the solution of the stochastic Gilpin-Ayala mutualism model is discussed. Third, the existence of the stationary distribution of the solution of the stochastic Gilpin-Ayala mutualism model is obtained. Finally, the extinction of the stochastic Gilpin-Ayala mutualism model is proved. The theoretical results were verified by numerical simulations.

摘要

通过使用奥恩斯坦-乌伦贝克(OU)过程来模拟环境中的随机干扰,并考虑跳跃噪声的影响,建立了由带 Lévy 跳跃的均值回复 OU 过程驱动的随机吉尔平-阿亚拉互利共生模型,并研究了该随机吉尔平-阿亚拉互利共生模型的渐近行为。首先,通过适当的李雅普诺夫函数证明了随机吉尔平-阿亚拉互利共生模型全局解的存在性。其次,讨论了随机吉尔平-阿亚拉互利共生模型解的矩有界性。第三,得到了随机吉尔平-阿亚拉互利共生模型解的平稳分布的存在性。最后,证明了随机吉尔平-阿亚拉互利共生模型的灭绝性。理论结果通过数值模拟得到了验证。

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