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Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation
We investigate the stochastic dynamics of a prey-predator type ecosystem with time delay and the discrete random environmental fluctuations. In this model, the delay effect is represented by a time delay parameter and the effect of the environmental randomness is modeled as Poisson white noise. The...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512636/ https://www.ncbi.nlm.nih.gov/pubmed/33265234 http://dx.doi.org/10.3390/e20020143 |
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author | Jia, Wantao Xu, Yong Li, Dongxi |
author_facet | Jia, Wantao Xu, Yong Li, Dongxi |
author_sort | Jia, Wantao |
collection | PubMed |
description | We investigate the stochastic dynamics of a prey-predator type ecosystem with time delay and the discrete random environmental fluctuations. In this model, the delay effect is represented by a time delay parameter and the effect of the environmental randomness is modeled as Poisson white noise. The stochastic averaging method and the perturbation method are applied to calculate the approximate stationary probability density functions for both predator and prey populations. The influences of system parameters and the Poisson white noises are investigated in detail based on the approximate stationary probability density functions. It is found that, increasing time delay parameter as well as the mean arrival rate and the variance of the amplitude of the Poisson white noise will enhance the fluctuations of the prey and predator population. While the larger value of self-competition parameter will reduce the fluctuation of the system. Furthermore, the results from Monte Carlo simulation are also obtained to show the effectiveness of the results from averaging method. |
format | Online Article Text |
id | pubmed-7512636 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75126362020-11-09 Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation Jia, Wantao Xu, Yong Li, Dongxi Entropy (Basel) Article We investigate the stochastic dynamics of a prey-predator type ecosystem with time delay and the discrete random environmental fluctuations. In this model, the delay effect is represented by a time delay parameter and the effect of the environmental randomness is modeled as Poisson white noise. The stochastic averaging method and the perturbation method are applied to calculate the approximate stationary probability density functions for both predator and prey populations. The influences of system parameters and the Poisson white noises are investigated in detail based on the approximate stationary probability density functions. It is found that, increasing time delay parameter as well as the mean arrival rate and the variance of the amplitude of the Poisson white noise will enhance the fluctuations of the prey and predator population. While the larger value of self-competition parameter will reduce the fluctuation of the system. Furthermore, the results from Monte Carlo simulation are also obtained to show the effectiveness of the results from averaging method. MDPI 2018-02-23 /pmc/articles/PMC7512636/ /pubmed/33265234 http://dx.doi.org/10.3390/e20020143 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Jia, Wantao Xu, Yong Li, Dongxi Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation |
title | Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation |
title_full | Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation |
title_fullStr | Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation |
title_full_unstemmed | Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation |
title_short | Stochastic Dynamics of a Time-Delayed Ecosystem Driven by Poisson White Noise Excitation |
title_sort | stochastic dynamics of a time-delayed ecosystem driven by poisson white noise excitation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7512636/ https://www.ncbi.nlm.nih.gov/pubmed/33265234 http://dx.doi.org/10.3390/e20020143 |
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