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受扰动的捕食者–被捕食者模型的随机分岔分析
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Abstract:
本研究针对一类具有随机增长率的捕食者–被捕食者系统,深入探讨了两种捕食者竞争单一被捕食者资源的动态行为及其随机演化规律。通过在不变曲面集上进行多阶段合理变形,推导出Fokker-Plank方程的封闭形式稳态解。在确立系统持久性的前提下,创新性地以环境噪声强度为分岔控制参数,揭示了所有种群的现象学分岔特性。本研究建立的随机分岔判据与竞争量化模型,为生物多样性保护与入侵物种控制策略的优化设计提供了动力学依据。
In this paper, we focused on a predator-prey system with a random growth rate and deeply explored the dynamic behavior and stochastic evolution of two types of predators competing for a single prey resource. By performing multi-stage reasonable deformation on the invariant surface set, the closed-form steady-state solution of the Fokker-Plank equation is derived. Under the premise of establishing the persistence of the system, the environmental noise intensity was innovatively used as the bifurcation control parameter to reveal the phenomenological bifurcation characteristics of all populations. The stochastic bifurcation criterion and competition quantitative model established in this study provide a dynamic basis for the optimal design of biodiversity conservation and invasive species control strategies.
[1] | Lotka, A.J. (1925) Elements of Physical Biology. Williams and Wilkins. |
[2] | Volterra, V. (1926) Variazioni e fluttuaziono del numero di individui in specie animali conviventi, Mem. Accademia dei Lincei, 2, 31-113. |
[3] | Llibre, J. and Zhang, X. (2017) Dynamics of Some Three-Dimensional Lotka-Volterra Systems. Mediterranean Journal of Mathematics, 14, Article No. 126. https://doi.org/10.1007/s00009-017-0927-5 |
[4] | Nguyen-Van, T., Hori, N. and Abe, R. (2017) Sampled-Data Nonlinear Control of a Lotka-Volterra System with Inputs. 2017 IEEE International Conference on Mechatronics (ICM), Churchill, 13-15 February 2017, 190-195. https://doi.org/10.1109/icmech.2017.7921102 |
[5] | Sofonea, M.T. (2018) A Global Asymptotic Stability Condition for a Lotka-Volterra Model with Indirect Interactions. Applicable Analysis, 98, 1636-1645. https://doi.org/10.1080/00036811.2018.1437417 |
[6] | Wu, F. and Hu, Y. (2010) Stochastic Lotka-Volterra System with Unbounded Distributed Delay. Discrete & Continuous Dynamical Systems-B, 14, 275-288. https://doi.org/10.3934/dcdsb.2010.14.275 |
[7] | Liu, M. and Wang, K. (2014) Stochastic Lotka-Volterra Systems with Lévy Noise. Journal of Mathematical Analysis and Applications, 410, 750-763. https://doi.org/10.1016/j.jmaa.2013.07.078 |
[8] | Hening, A. and Nguyen, D.H. (2018) Stochastic Lotka-Volterra Food Chains. Journal of Mathematical Biology, 77, 135-163. https://doi.org/10.1007/s00285-017-1192-8 |
[9] | Groll, F., Arndt, H. and Altland, A. (2017) Chaotic Attractor in Two-Prey One-Predator System Originates from Interplay of Limit Cycles. Theoretical Ecology, 10, 147-154. https://doi.org/10.1007/s12080-016-0317-9 |
[10] | Bao, J., Mao, X., Yin, G. and Yuan, C. (2011) Competitive Lotka-Volterra Population Dynamics with Jumps. Nonlinear Analysis: Theory, Methods & Applications, 74, 6601-6616. https://doi.org/10.1016/j.na.2011.06.043 |
[11] | Zhu, C. and Yin, G. (2009) On Competitive Lotka-Volterra Model in Random Environments. Journal of Mathematical Analysis and Applications, 357, 154-170. https://doi.org/10.1016/j.jmaa.2009.03.066 |
[12] | Zhang, Q. and Jiang, D. (2015) The Coexistence of a Stochastic Lotka-Volterra Model with Two Predators Competing for One Prey. Applied Mathematics and Computation, 269, 288-300. https://doi.org/10.1016/j.amc.2015.07.054 |
[13] | Llibre, J. and Xiao, D. (2014) Global Dynamics of a Lotka-Volterra Model with Two Predators Competing for One Prey. SIAM Journal on Applied Mathematics, 74, 434-453. https://doi.org/10.1137/130923907 |
[14] | Hsu, S.B., Hubbell, S.P. and Waltman, P. (1978) Competing Predators. SIAM Journal on Applied Mathematics, 35, 617-625. https://doi.org/10.1137/0135051 |
[15] | Hsu, S.B., Hubbell, S.P. and Waltman, P. (1978) A Contribution to the Theory of Competing Predators. Ecological Monographs, 48, 337-349. https://doi.org/10.2307/2937235 |
[16] | Mao, X., Marion, G. and Renshaw, E. (2002) Environmental Brownian Noise Suppresses Explosions in Population Dynamics. Stochastic Processes and their Applications, 97, 95-110. https://doi.org/10.1016/s0304-4149(01)00126-0 |
[17] | Bécus, G.A. (2017) Stochastic Prey-Predator Relationships. In: Burton, T.A., Ed., Modeling and Differential Equations in Biology, Routledge, 171-197. https://doi.org/10.1201/9780203746912-6 |
[18] | Zhao, Y., Yuan, S. and Ma, J. (2015) Survival and Stationary Distribution Analysis of a Stochastic Competitive Model of Three Species in a Polluted Environment. Bulletin of Mathematical Biology, 77, 1285-1326. https://doi.org/10.1007/s11538-015-0086-4 |
[19] | Yu, X., Yuan, S. and Zhang, T. (2018) Persistence and Ergodicity of a Stochastic Single Species Model with Allee Effect under Regime Switching. Communications in Nonlinear Science and Numerical Simulation, 59, 359-374. https://doi.org/10.1016/j.cnsns.2017.11.028 |
[20] | Gause, G.F. (1934) The Struggle for Existence. Williams and Wilkins. |
[21] | Hening, A. and Nguyen, D.H. (2018) Persistence in Stochastic Lotka-Volterra Food Chains with Intraspecific Competition. Bulletin of Mathematical Biology, 80, 2527-2560. https://doi.org/10.1007/s11538-018-0468-5 |
[22] | Benam, M., Bourquin, A. and Nguyen, D.H. (2020) Stochastic Persistence in Degenerate Stochastic Lotka-Volterra Food Chains. arXiv: 2012.01215. |
[23] | Gardiner, C.W. (1985) Handbook of Stochastic Methods for Physics, Chemistry and the Natural Sciences. Springer-Verlag. |
[24] | Liu, S.C. (1969) Solutions of Fokker-Planck Equation with Applications in Nonlinear Random Vibration. Bell System Technical Journal, 48, 2031-2051. https://doi.org/10.1002/j.1538-7305.1969.tb01163.x |
[25] | Gray, A.H. (1965) Uniqueness of Steady-State Solutions to the Fokker-Planck Equation. Journal of Mathematical Physics, 6, 644-647. https://doi.org/10.1063/1.1704316 |
[26] | Da Prato, G. and Zabczyk, J. (1996) Ergodicity for Infinite Dimensional Systems. Cambridge University Press. https://doi.org/10.1017/cbo9780511662829 |
[27] | Zhao, Y. and Jiang, D. (2014) The Threshold of a Stochastic SIS Epidemic Model with Vaccination. Applied Mathematics and Computation, 243, 718-727. https://doi.org/10.1016/j.amc.2014.05.124 |
[28] | Zhao, D., Yuan, S. and Liu, H. (2019) Stochastic Dynamics of the Delayed Chemostat with Lévy Noises. International Journal of Biomathematics, 12, Article 1950056. https://doi.org/10.1142/s1793524519500566 |
[29] | Arnold, L. (1998) Random Dynamical Systems, Springer. |
[30] | Xu, C. (2020) Phenomenological Bifurcation in a Stochastic Logistic Model with Correlated Colored Noises. Applied Mathematics Letters, 101, Article 106064. https://doi.org/10.1016/j.aml.2019.106064 |
[31] | Huang, Z., Yang, Q. and Cao, J. (2011) Stochastic Stability and Bifurcation for the Chronic State in Marchuk’s Model with Noise. Applied Mathematical Modelling, 35, 5842-5855. https://doi.org/10.1016/j.apm.2011.05.027 |