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首页> 外文期刊>International journal of computing science and mathematics >Stationary distribution and ergodicity of a stochastic single-species model under regime switching in a polluted environment
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Stationary distribution and ergodicity of a stochastic single-species model under regime switching in a polluted environment

机译:污染环境下政权转换下的随机单物种模型的平稳分布和遍历性

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摘要

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.
机译:长期统计规则是随机污染种群动态模型的重要问题之一,因此有必要寻找平稳分布作为分析有毒物质和噪声对进化过程中种群变化的影响的指标。在本文中,我们研究了在污染环境下制度转换下的随机单物种模型。通过使用马尔可夫链的遍历和构造Lyapunov函数,为正递归和遍历性质建立了充分的条件,这意味着模型存在平稳分布。此外,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,进行数值模拟以支持我们的理论结果。

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