由植被-猎物-捕食者种群组成的模型的分岔和同轴轨道

IF 1.4 4区 生物学 Q4 BIOCHEMICAL RESEARCH METHODS Journal of Computational Biology Pub Date : 2024-09-12 DOI:10.1089/cmb.2024.0485
Maryam Jafari Khanghahi,Reza Khoshsiar Ghaziani
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引用次数: 0

摘要

本研究对三级垂直食物链模型的动力学进行了全面分析,尤其侧重于雪鞋兔-加拿大猞猁系统中植被、食草动物和捕食者之间的相互作用。通过维度分析简化模型,我们确定了平衡存在的条件,并识别了各种类型的分岔,包括马鞍节点分岔和霍普夫分岔。此外,研究还探讨了二维分岔,如 Bogdanov-Takens (BT) 和零霍普夫分岔。通过使用中心流形还原和正则表达式理论,得出了正则表达式的系数公式。研究还基于正则扰动方法,通过计算显式渐近线,提出了系统 BT 分岔附近的同轴轨道近似值。利用 MATLAB 软件包 MATCONT,计算了一系列极限循环及其相关分岔,包括极限点循环、周期加倍分岔、循环尖点、折叠-翻转分岔和各种共振分岔(R1、R2、R3 和 R4)。研究详细讨论了这些发现的生物学意义,强调了已识别的分叉和动力学如何影响现实世界生态系统中植被、食草动物和捕食者的种群动力学。数值实验验证了理论结果,并为结论提供了进一步支持。
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Bifurcations and Homoclinic Orbits of a Model Consisting of Vegetation-Prey-Predator Populations.
This study provides a comprehensive analysis of the dynamics of a three-level vertical food chain model, specifically focusing on the interactions between vegetation, herbivores, and predators in a Snowshoe hare-Canadian lynx system. By simplifying the model through dimensional analysis, we determine conditions for equilibrium existence and identify various types of bifurcations, including Saddle-Node and Hopf bifurcations. Additionally, the study explores codimension-two bifurcations such as Bogdanov-Takens (BT) and zero-Hopf bifurcations. Coefficient formulas of normal forms are derived through the use of center manifold reduction and normal form theory. The study also presents an approximation of homoclinic orbits near a BT bifurcation of the system by computing explicit asymptotics based on regular perturbation methods. Utilizing the MATLAB package MATCONT, a family of limit cycles and their associated bifurcations are computed, including limit point cycles, period-doubling bifurcations, cusp points of cycles, fold-flip bifurcations, and various resonance bifurcations (R1, R2, R3, and R4). The biological implications of the findings are discussed in detail, highlighting how the identified bifurcations and dynamics can impact the population dynamics of vegetation, herbivores, and predators in real-world ecosystems. Numerical experiments validate the theoretical results and provide further support for the conclusions.
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来源期刊
Journal of Computational Biology
Journal of Computational Biology 生物-计算机:跨学科应用
CiteScore
3.60
自引率
5.90%
发文量
113
审稿时长
6-12 weeks
期刊介绍: Journal of Computational Biology is the leading peer-reviewed journal in computational biology and bioinformatics, publishing in-depth statistical, mathematical, and computational analysis of methods, as well as their practical impact. Available only online, this is an essential journal for scientists and students who want to keep abreast of developments in bioinformatics. Journal of Computational Biology coverage includes: -Genomics -Mathematical modeling and simulation -Distributed and parallel biological computing -Designing biological databases -Pattern matching and pattern detection -Linking disparate databases and data -New tools for computational biology -Relational and object-oriented database technology for bioinformatics -Biological expert system design and use -Reasoning by analogy, hypothesis formation, and testing by machine -Management of biological databases
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