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具有网络'用户'数据转发应用的时滞型捕食者-被捕食者模型的动态

Dynamic of a Delayed Predator-Prey Model with Application to Network' Users' Data Forwarding.

机构信息

School of Economics and Management, Yanshan University, Qinhuangdao, 066004, China.

出版信息

Sci Rep. 2019 Aug 29;9(1):12535. doi: 10.1038/s41598-019-48975-8.

DOI:10.1038/s41598-019-48975-8
PMID:31467348
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6715709/
Abstract

In most situations where entities interact by sharing limited resources, controlling populations' density is crucial to maintain ecosystem sustainability. This is the case in a predator-prey type interaction when predator survival relies on its ability to harvest and consume resources. In this article, we analyzed a modified predator-prey model based on Rosenzweig-MacArthur characterized by a delayed conversion of prey into resources and applied the proposed model to network users' data forwarding at a bottleneck node. We discuss system fixed points behaviour and prove that delaying the handling time has a significant impact on the dynamic of interaction and system bifurcates, exhibits chaotic behaviour and is highly responsive to small perturbations.

摘要

在大多数实体通过共享有限资源进行交互的情况下,控制种群密度对于维持生态系统的可持续性至关重要。在捕食者-猎物类型的相互作用中就是这种情况,捕食者的生存依赖于其收获和消耗资源的能力。在本文中,我们分析了一个基于 Rosenzweig-MacArthur 的改进的捕食者-猎物模型,该模型的特点是猎物转化为资源的时间延迟,并将提出的模型应用于瓶颈节点处的网络用户数据转发。我们讨论了系统平衡点的行为,并证明了处理时间的延迟对相互作用的动态和系统分叉有重大影响,表现出混沌行为,并且对小的扰动非常敏感。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/637df9a57bf2/41598_2019_48975_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/89e843ac2411/41598_2019_48975_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/c6c6035f9479/41598_2019_48975_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/761537936692/41598_2019_48975_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/326e7be8e566/41598_2019_48975_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/fcaccea3218e/41598_2019_48975_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/637df9a57bf2/41598_2019_48975_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/89e843ac2411/41598_2019_48975_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/c6c6035f9479/41598_2019_48975_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/761537936692/41598_2019_48975_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/326e7be8e566/41598_2019_48975_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/fcaccea3218e/41598_2019_48975_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/cd6f/6715709/637df9a57bf2/41598_2019_48975_Fig6_HTML.jpg

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本文引用的文献

1
The effect of the Holling type II functional response on apparent competition.霍林II型功能反应对似然竞争的影响。
Theor Popul Biol. 2006 Dec;70(4):421-30. doi: 10.1016/j.tpb.2006.07.004. Epub 2006 Jul 22.
2
Predator functional response and prey survival: direct and indirect interactions affecting a marked prey population.捕食者功能反应与猎物生存:影响有标记猎物种群的直接和间接相互作用
J Anim Ecol. 2006 Jan;75(1):101-10. doi: 10.1111/j.1365-2656.2005.01025.x.
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Stabilizing dispersal delays in predator-prey metapopulation models.
稳定捕食者 - 猎物集合种群模型中的扩散延迟
Theor Popul Biol. 2002 May;61(3):339-47. doi: 10.1006/tpbi.2002.1578.