Stationary distribution and ergodicity of a stochastic single-species model under regime switching in a polluted environment

Yu Zhao, C. Zhai
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Abstract

The long-term statistical rule is one of the important questions for stochastic pollution-population dynamical models, thus it would be worth looking for the stationary distribution as an indicator in analysing the effects of toxicant and noises on the variation of population in evolution process. In present paper, we investigate a stochastic single-species model under regime switching in a polluted environment. By use of the ergodic of Markov chain and constructing Lyapunov function, the sufficient conditions for the positive recurrence and ergodic property are established, which imply the existence of stationary distribution of the model. Moreover, the mean and variance of marginal stationary distribution are estimated. Our analysis indicates that the coloured noise and toxicant may play an important role in determining the shape of stationary distribution and its statistics characteristics. Finally, numerical simulations are carried out to support our theoretical results.
污染环境中状态切换下随机单物种模型的平稳分布和遍历性
长期统计规律是随机污染种群动力学模型的重要问题之一,因此在分析进化过程中毒物和噪声对种群变化的影响时,寻找平稳分布作为指标是值得研究的。本文研究了污染环境中状态切换下的随机单物种模型。利用马尔可夫链的遍历性,构造Lyapunov函数,给出了模型正递推性和遍历性的充分条件,证明了模型存在平稳分布。此外,还估计了边际平稳分布的均值和方差。我们的分析表明,有色噪声和有毒物质可能在确定平稳分布的形状及其统计特征方面起重要作用。最后,通过数值模拟验证了理论结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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