A dynamic study of cooperative hunting and a protected zone prey–predator model
Predator–prey interactions are influenced by various ecological factors, including cooperative hunting, prey refuges, and harvesting, which can shape population dynamics, ecosystem stability, and species survival. This study proposes and studies a prey–predator system that interacts in two zones: the protected and the unprotected. It is assumed that the predator has the capability of cooperative hunting behavior. The objective of this study is to understand the role of a predator’s capabilities in the dynamical behavior of the system. All the solution properties are studied. The stability analyses of the equilibria are investigated. The impact of perturbing the parameters is assessed using local bifurcation analysis. Persistence conditions of the system are established. Numerical simulations using the fourth-order Runge-Kutta method in MATLAB confirm all analytical results. It was shown that the system has at most two boundary equilibrium points, and the positive equilibrium point, if it exists, is multiple. In addition, a numerical study shows that the system with only point attractors exhibits a wide range of bistability behaviors.

- Lotka, A. J. Elements of physical biology. Williams & Wilkins, Baltimore; 1925.
- Volterra V. Fluctuations in the abundance of a species considered mathematically. Nature. 1926;118(2972):558-560. https://doi.org/10.1038/118558a0
- Hering RH. Oscillations in Lotka-Volterra systems of chemical reactions. J Math Chem. 1990;5(2):197-202. https://doi.org/10.1007/BF01166429
- Busse FH. Transition to turbulence via the statistical limit cycle route. In H. Haken (Ed.), Chaos and Order in Nature (pp. 36–44). Springer-Verlag. 1981. https://doi.org/10.1007/978-3-642-68304-6_4
- Laval G, Pellat R. Plasma Physics. In Proceedings of the Summer School of Theoretical Physics; Gordon and Breach: New York, NY, USA. 1975.
- Akhtar P, Karmakar S, Sahoo D, Samanta G. Dynamical analysis of a prey-predator model in toxic habitat with weak Allee effect and additional food. Int J Dynam Control. 2024;12(11):3963-3986. https://doi.org/10.1007/s40435-024-01473-w
- Shao Y, Yu H, Jin C, Fang J, Zhao M. Dynamics analysis of a predator-prey model with Allee effect and harvesting effort. era. 2024;32(10):5682-5716. https://doi.org/10.3934/era.2024263
- Vishwakarma K, Yadav R. Dynamics of a prey-predator model with a strong Allee effect and Holling type-III ratio-dependent functional response. J Anal. 2025;33(3):1397-1413. https://doi.org/10.1007/s41478-024-00877-3
- Alebraheem J, Ibrahim TQ, Arif GE, Hamdi AA, Bazighifan O, Ali AH. The stabilizing effect of small prey immigration on competitive predator-prey dynamics. Math Comput Model Dyn Syst. 2024;30(1):605-625. https://doi.org/10.1080/13873954.2024.2366337
- Diz-Pita É. Global dynamics of a predator-prey system with immigration in both species. era. 2024;32(2):762-778. https://doi.org/10.3934/era.2024036
- Sugié J. Global stabilization and regulation of prey immigration for predator-prey models. Nonlinear Anal Real World Appl. 2026;88:104468. https://doi.org/10.1016/j.nonrwa.2025.104468
- Chen H, Liu M, Xu X. Dynamics of a Prey-Predator Model with Group Defense for Prey, Cooperative Hunting for Predator, and Lévy Jump. Axioms. 2023;12(9):878. https://doi.org/10.3390/axioms12090878
- Roy J, Dey S, Kooi BW, Banerjee M. Prey group defense and hunting cooperation among generalist predators induce complex dynamics: A mathematical study. J Math Biol. 2024;89(2):22. https://doi.org/10.1007/s00285-024-02121-9
- Zhang J, Zhang W. Dynamics of a predator-prey model with hunting cooperation and Allee effects in predators. Int J Bifurc Chaos. 2020;30(14):2050199. https://doi.org/10.1142/S0218127420501990
- Cong P, Fan M, Zou X. Dynamics of a three-species food chain model with fear effect. Commun. Nonlinear Sci Numer Simul. 2021;99:105809. https://doi.org/10.1016/j.cnsns.2021.105809
- Al-Momen SM, Naji RK. The dynamics of modified Leslie-Gower predator-prey model under the influence of nonlinear harvesting and fear effect. Iraqi J Sci. 2022;63(1):259-282. https://doi.org/10.24996/ijs.2022.63.1.27
- Yaseen RM, Helal MM, Dehingia K, Mohsen AA. Effect of the Fear Factor and Prey Refuge in an Asymmetric Predator-Prey Model. Braz J Phys. 2024;54(6). https://doi.org/10.1007/s13538-024-01594-9
- Rayungsari M, Suryanto A, Kusumawinahyu WM, Darti I. Dynamics analysis of a predator-prey fractional-order model incorporating predator cannibalism and refuge. Front Appl Math Stat. 2023;9. https://doi.org/10.3389/fams.2023.1122330
- Uddin MdJ, Khan MdM, Alsulami IM, Shah NA. Ecological Dynamics of a Predator-Prey Model with Cannibalism, Refuge, and Fear: A Bifurcation and Chaos Control Perspective. Qual Theory Dyn Syst. 2025;24(5). https://doi.org/10.1007/s12346-025-01370-3
- Zhang H, Muhammadhaji A. Dynamics of a Delayed Fractional-Order Predator-Prey Model with Cannibalism and Disease in Prey. Fractal Fract. 2024;8(6):333. https://doi.org/10.3390/fractalfract8060333
- Panja P, Gayen S, Kar T, Jana DK. Complex dynamics of a three species predator-prey model with two nonlinearly competing species. Results Control Optim. 2022;8:100153. https://doi.org/10.1016/j.rico.2022.100153
- Ali RA, Ibrahim HA. Effect of wind and disease on the dynamical behavior of a prey-predator system. Commun. Math Biol Neurosci. 2025;2025(1):84. https://doi.org/10.28919/cmbn/9305
- Kebedow KG, Cheru SL, Ega TT. Optimal control strategies in a diseased prey-predator model with Holling type-II dynamics. J Appl Math. 2025;2025(1):5535536. https://doi.org/10.1155/jama/5535536
- Almuallem NA, Mollah H, Sarwardi S. A study of a prey-predator model with disease in predator including gestation delay, treatment and linear harvesting of predator species. MATH. 2025;10(6):14657-14698. https://doi.org/10.3934/math.2025660
- Du Y, Niu B, Wei J. A predator-prey model with cooperative hunting in the predator and group defense in the prey. DCDS-B. 2022;27(10):5845. https://doi.org/10.3934/dcdsb.2021298
- Chen M, Yang W. Role of Cooperative Hunting among Predators and Predator-Dependent Prey Refuge Behavior in a Predator-Prey Model. J Nonlinear Model Anal. 2025;7(1):209-228. https://doi.org/10.12150/jnma.2025.209
- Alani AA, Naji RK. The role of prey vigilance, cannibalism, and hunting cooperation on prey-predator dynamics. Commun Math Biol Neurosci. 2025;2025:112. https://doi.org/10.28919/cmbn/9513
- Umrao AK, Srivastava PK. Impact of hunting cooperation and fear effect in a generalist predator-prey model. J Biol Syst. 2024;32(04):1261-1288. https://doi.org/10.1142/S021833902340003X
- Sahi AM, Satar HA. The Role of the Fear, Hunting Cooperation, and Anti-Predator Behavior in the Prey-Predator Model Having Disease in Predator. Commun Math Biol Neurosci. 2024;2024:75. https://doi.org/10.28919/cmbn/8663
- Ibrahim LR, Bahlool DK. Exploring the Role of Hunting Cooperation and Fear in a Prey-Predator Model with Two Age Stages. Malays J Math Sci. 2024;18(4):727-743. https://doi.org/10.47836/mjms.18.4.03
- Ripple WJ, Larsen EJ. Historic aspen recruitment, elk, and wolves in northern Yellowstone National Park, USA. Biol Conserv. 2000;95(3):361-370. https://doi.org/10.1016/S0006-3207(00)00014-8
- Dubey B. A prey-predator model with a reserved area. Nonlinear Anal: Model Control. 2007;12(4):479-494. https://doi.org/10.15388/NA.2007.12.4.14679
- Huo HF, Jiang HM, Meng XY. A dynamic model for fishery resource with reserve area and taxation. J Appl Math. 2012;2012(1):794719. https://doi.org/10.1155/2012/794719
- Naji RK, Jawad SR. The dynamics of prey-predator model with a reserved zone. World J Model Simul. 2016;12(3):175-188. https://www.wjms.org.uk/journal/1746-7233WJMS/wjmsvol12no03paper02.pdf
- Jawad SR, Naji RK. Stability Analysis of Stage Structure Prey-Predator Model with a Partially Dependent Predator and Prey Refuge. Int J Eng Manuf. 2022;12(1):1-11. https://doi.org/10.5815/ijem.2022.01.01
- Murthy MR, Bahlool DK. A prey-partially dependent predator with a reserved zone: modelling and analysis. Int J Appl Math Res. 2016;5(1):1-10. https://doi.org/10.14419/ijamr.v5i1.5238
- Agnihotri K, Nayyer S. Stability analysis of a predator (bird) - prey (fish) harvesting model in the reserved and unreserved area. Malaya J Mat. 2018;6(3):678-684. https://doi.org/10.26637/MJM0603/0032
- Louartassi Y, Alla A, Hattaf K, Nabil, A. Dynamics of a predator-prey model with harvesting and reserve area for prey in the presence of competition and toxicity. J Appl Math Comput. 2019;59(1):305-321. https://doi.org/10.1007/s12190-018-1181-0
- Rhiati N, Zine R, Louartassi Y. Harvesting of a predator-prey model with two effort functions and Holling type IV response function. Commun Math Biol Neurosci. 2025;2025:106. https://doi.org/10.28919/cmbn/9425
- Chen F. On a nonlinear nonautonomous predator-prey model with diffusion and distributed delay. J Comput Appl Math. 2005;180(1):33-49. https://doi.org/10.1016/j.cam.2004.10.001
- Perko, L., Differential Equations and Dynamical Systems, Springer, New York. 2013. https://doi.org/10.1007/978-1-4613-0003-8
- Freedman HI, Waltman P. Persistence in models of three interacting predator-prey populations. Math Biosci. 1984;68(2):213-231. https://doi.org/10.1016/0025-5564(84)90032-4
