一类具有随机环境扰动的捕食者–食饵生态模型动力学问题研究
Research on Dynamics of a Predator-Prey Ecological Model with Stochastic Environmental Disturbances
摘要: 本文提出了一类带有随机环境扰动的捕食者–食饵种群生态模型,对其特定动力学行为进行理论分析与数值模拟。数学理论工作集中讨论了模型解的全局正性、随机最终有界性,同时分析了种群灭绝、持久生存和系统稳态分布的充分条件。数值模拟结果发现,环境白噪声强度是影响捕食者和食饵种群存活与灭绝的关键因素,从概率动力学的角度揭示了种群生长共存模式及其内在驱动机制,为拓宽捕食生态模型复杂动力学问题的研究框架提供一定的理论支撑。
Abstract: In this paper, we proposed a predator-prey population ecological model with stochastic environ- mental disturbances, and conducted theoretical analysis and numerical simulation of its specific dynamic behavior. The mathematical theory work focused on the global positivity and stochastic ultimate boundedness of model solutions, and analyzed the sufficient conditions for population extinction, persistent survival, and system steady-state distribution. Numerical simulations revealed that the intensity of environmental white noise was a key factor affecting the survival and extinction of both predator and prey populations. From the perspective of probabilistic dynamics, this study uncovered the population growth coexistence mode and their intrinsic driving mechanisms, which could provide some theoretical support for expanding the research framework of complex dynamical problems in predator-prey ecological models.
文章引用:林绍奇, 方靖哲, 俞诚杨, 孙逞阳, 赵柄皓, 邓静茹, 于恒国. 一类具有随机环境扰动的捕食者–食饵生态模型动力学问题研究[J]. 应用数学进展, 2026, 15(3): 273-293. https://doi.org/10.12677/aam.2026.153105

参考文献

[1] Renshaw, E. (1993) Modelling Biological Populations in Space and Time. Cambridge University Press.
[2] Carpenter, S.R., Cole, J.J., Pace, M.L., Batt, R., Brock, W.A., Cline, T., et al. (2011) Early Warnings of Regime Shifts: A Whole-Ecosystem Experiment. Science, 332, 1079-1082. [Google Scholar] [CrossRef] [PubMed]
[3] Scheffer, M., Carpenter, S., Foley, J.A., Folke, C. and Walker, B. (2001) Catastrophic Shifts in Ecosystems. Nature, 413, 591-596. [Google Scholar] [CrossRef] [PubMed]
[4] Melbourne, B.A. and Hastings, A. (2008) Extinction Risk Depends Strongly on Factors Contributing to Stochasticity. Nature, 454, 100-103. [Google Scholar] [CrossRef] [PubMed]
[5] May, R.M. (1973) Stability and Complexity in Model Ecosystems. Princeton University Press.
[6] Massoud, E.C., Huisman, J., Benincà, E., Dietze, M.C., Bouten, W. and Vrugt, J.A. (2017) Probing the Limits of Predictability: Data Assimilation of Chaotic Dynamics in Complex Food Webs. Ecology Letters, 21, 93-103. [Google Scholar] [CrossRef] [PubMed]
[7] Mao, X., Marion, G. and Renshaw, E. (2002) Environmental Brownian Noise Suppresses Explosions in Population Dynamics. Stochastic Processes and their Applications, 97, 95-110. [Google Scholar] [CrossRef
[8] Liu, H., Dai, C., Yu, H., Guo, Q., Li, J., Hao, A., et al. (2023) Dynamics of a Stochastic Non-Autonomous Phytoplankton–zooplankton System Involving Toxin-Producing Phytoplankton and Impulsive Perturbations. Mathematics and Computers in Simulation, 203, 368-386. [Google Scholar] [CrossRef
[9] Mondal, B., Mandal, S., Tiwari, P.K. and Upadhyay, R.K. (2025) How Predator Harvesting Affects Prey-Predator Dynamics in Deterministic and Stochastic Environments? Applied Mathematics and Computation, 498, Article 129380. [Google Scholar] [CrossRef
[10] Beddington, J.R. and May, R.M. (1977) Harvesting Natural Populations in a Randomly Fluctuating Environment. Science, 197, 463-465. [Google Scholar] [CrossRef] [PubMed]
[11] Mao, X.R. (2011) Stationary Distribution of Stochastic Population Systems. Systems & Control Letters, 60, 398-405. [Google Scholar] [CrossRef
[12] Jonsson, A. and Wennergren, U. (2019) Approximations of Population Growth in a Noisy Environment: On the Dichotomy of Non-Age and Age Structure. Theoretical Ecology, 12, 99-110. [Google Scholar] [CrossRef
[13] Liu, H., Dai, C.J., Yu, H., Guo, Q., Wang, Y., Guo, L., et al. (2026) Dynamics and Impulsive Control of a Stochastic Toxin-Producing Phytoplankton-Zooplankton System with Nutrient Enrichment and Additional Food. Nonlinear Dynamics, 114, Article No. 41. [Google Scholar] [CrossRef
[14] Mondal, B., Mandal, S., Tiwari, P.K., Wang, H. and Garcia, P.V. (2025) Deterministic and Stochastic Plankton Dynamics: Effects of Contamination, Refuge, and Additional Food Sources. Ecological Complexity, 61, Article 101117. [Google Scholar] [CrossRef
[15] Liu, M. and Wang, K. (2011) Global Stability of a Nonlinear Stochastic Predator-Prey System with Beddington-Deangelis Functional Response. Communications in Nonlinear Science and Numerical Simulation, 16, 1114-1121. [Google Scholar] [CrossRef
[16] Beretta, E., Kolmanovskii, V. and Shaikhet, L. (1998) Stability of Epidemic Model with Time Delays Influenced by Stochastic Perturbations. Mathematics and Computers in Simulation, 45, 269-277. [Google Scholar] [CrossRef
[17] Carletti, M. (2002) On the Stability Properties of a Stochastic Model for Phage–bacteria Interaction in Open Marine Environment. Mathematical Biosciences, 175, 117-131. [Google Scholar] [CrossRef] [PubMed]
[18] Carletti, M. (2006) Numerical Simulation of a Campbell-Like Stochastic Delay Model for Bacteriophage Infection. Mathematical Medicine and Biology, 23, 297-310. [Google Scholar] [CrossRef] [PubMed]
[19] Dennis, B. (1989) Allee Effects: Population Growth, Critical Density, and the Chance of Extinction. Natural Resource Modeling, 3, 481-538. [Google Scholar] [CrossRef
[20] Ramasamy, S., Banjerdpongchai, D. and Park, P. (2025) Stability and Hopf-Bifurcation Analysis of Diffusive Leslie-Gower Prey-Predator Model with the Allee Effect and Carry-Over Effects. Mathematics and Computers in Simulation, 227, 19-40. [Google Scholar] [CrossRef
[21] Blasius, B., Rudolf, L., Weithoff, G., Gaedke, U. and Fussmann, G.F. (2020) Long-Term Cyclic Persistence in an Experimental Predator-Prey System. Nature, 577, 226-230. [Google Scholar] [CrossRef] [PubMed]
[22] Mao, X.R. (2007) Stochastic Differential Equations and Applications. Horwood Publishing Limited.
[23] Hasminskii, R. (2011) Stochastic Stability of Differential Equations. Spring Science Business Media.
[24] Liu, M. and Wang, K. (2011) Persistence and Extinction in Stochastic Non-Autonomous Logistic Systems. Journal of Mathematical Analysis and Applications, 375, 443-457. [Google Scholar] [CrossRef
[25] Ji, C., Jiang, D. and Shi, N. (2009) Analysis of a Predator-Prey Model with Modified Leslie-Gower and Holling-Type II Schemes with Stochastic Perturbation. Journal of Mathematical Analysis and Applications, 359, 482-498. [Google Scholar] [CrossRef
[26] Zhao, S.N., Yuan, S.L. and Wang, H. (2020) Threshold Behavior in a Stochastic Algal Growth Model with Stoichiometric Constraints and Seasonal Variation. Journal of Differential Equations, 268, 5113-5139. [Google Scholar] [CrossRef
[27] Xu, C.Q. and Chen, Q.C. (2024) The Effects of Additional Food and Environmental Stochasticity on the Asymptotic Properties of a Nutrient-Phytoplankton Model. Chaos, Solitons & Fractals, 183, Article 114937. [Google Scholar] [CrossRef
[28] Wang, Y., Guo, Q., Zhao, M., Dai, C. and Liu, H. (2023) Dynamics of a Stochastic Phytoplankton-Zooplankton System with Defensive and Offensive Effects. Stochastics and Dynamics, 23, Article 234000399. [Google Scholar] [CrossRef
[29] Liu, M., Wang, K. and Wu, Q. (2010) Survival Analysis of Stochastic Competitive Models in a Polluted Environment and Stochastic Competitive Exclusion Principle. Bulletin of Mathematical Biology, 73, 1969-2012. [Google Scholar] [CrossRef] [PubMed]
[30] Higham, D.J. (2001) An Algorithmic Introduction to Numerical Simulation of Stochastic Differential Equations. SIAM Review, 43, 525-546. [Google Scholar] [CrossRef
[31] Camara, B.I., Yamapi, R. and Mokrani, H. (2019) Environmental Stochastic Effects on Phytoplankton-Zooplankton Dynamics. Nonlinear Dynamics, 96, 2013-2029. [Google Scholar] [CrossRef
[32] Majumder, A., Adak, D. and Bairagi, N. (2021) Phytoplankton-Zooplankton Interaction under Environmental Stochasticity: Survival, Extinction and Stability. Applied Mathematical Modelling, 89, 1382-1404. [Google Scholar] [CrossRef
[33] Lee, A.M., Sæther, B. and Engen, S. (2020) Spatial Covariation of Competing Species in a Fluctuating Environment. Ecology, 101, e2901. [Google Scholar] [CrossRef] [PubMed]
[34] Rana, N., Kumar, R., Sarkar, A. and Mondal, B. (2025) Unraveling Dynamics of Bursting, Transient, and Tipping Behavior in Toxic Plankton-Fish System with Fear and Zooplankton Refuge. Journal of Computational Science, 85, Article 102527. [Google Scholar] [CrossRef
[35] Ning, L.Y., Wu, D., Feng, T.C., et al. (2025) The Role of Weak Prey Refuge in the Cooperation-Competition Balance of Prey-Predator Systems. Nonlinear Dynamics, 113, 7535-7552. [Google Scholar] [CrossRef
[36] Marick, S., Bhattacharya, S. and Bairagi, N. (2023) Dynamic Properties of a Reaction-Diffusion Predator-Prey Model with Nonlinear Harvesting: A Linear and Weakly Nonlinear Analysis. Chaos, Solitons & Fractals, 175, Article 113996. [Google Scholar] [CrossRef
[37] Zhou, Z., Quan, Q., Jiao, J. and Dai, X. (2025) Bifurcation Dynamics of a Predator-Prey Model with Impulsive Density-Dependent Nonlinear Pesticide Spraying and Predator Release. Communications in Nonlinear Science and Numerical Simulation, 150, Article 108979. [Google Scholar] [CrossRef
[38] Qi, H.K., Liu, B. and Li, S. (2024) Stability, Bifurcation, and Chaos of a Stage-Structured Predator-Prey Model under Fear-Induced and Delay. Applied Mathematics and Computation, 476, Article 128780. [Google Scholar] [CrossRef
[39] Jiao, X., Liu, L. and Yu, X. (2025) Rich Dynamics of a Reaction-Diffusion Filippov Leslie-Gower Predator-Prey Model with Time Delay and Discontinuous Harvesting. Mathematics and Computers in Simulation, 228, 339-361. [Google Scholar] [CrossRef