Research Article
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Year 2025, Volume: 7 Issue: 1, 87 - 98, 31.03.2025
https://doi.org/10.51537/chaos.1581247

Abstract

Project Number

00309.11/UN10.A0501/B/PT.01.03.2/2024

References

  • Al-Nassir, S., 2021 Dynamic analysis of a harvested fractionalorder biological system with its discretization. Chaos, Solitons & Fractals 152: 111308.
  • Alzabut, J., A. G. M. Selvam, V. Dhakshinamoorthy, H. Mohammadi, and S. Rezapour, 2022 On chaos of discrete time fractional order host–immune–tumor cells interaction model. Journal of Applied Mathematics and Computing 68: 4795–4820.
  • Arias, C. F., G. Blé, and M. Falconi, 2022 Dynamics of a discrete– time predator–prey system with holling ii functional response. Qualitative Theory of Dynamical Systems 21: 31.
  • Beretta, E. and Y. Kuang, 1998 Global analysis in some delayed ratio–dependent predator–prey systems. Nonlinear Analysis: Theory, Methods & Applications 32: 381–408.
  • Berryman, A. A., 1992 The origin and evolution of predator–prey theory. Ecology 73: 1530–1535.
  • Brown, D. H., H. Ferris, S. Fu, and R. Plant, 2004 Modeling direct positive feedback between predators and prey. Theoretical Population Biology 65: 143–152.
  • El-Sayed, A. M. A. and S. M. Salman, 2013 On a discretization process of fractional order riccati differential equation. Journal of Fractional Calculus and Applications 4: 251–259.
  • Eskandari, Z., P. A. Naik, and M. Yavuz, 2024 Dynamical behaviors of a discrete–time prey–predator model with harvesting effect on the predator. Journal of Applied Analysis and Computation 14: 283–297.
  • Guo, H., J. Han, and G. Zhang, 2023 Hopf bifurcation and control for the bioeconomic predator–prey model with square root functional response and nonlinear prey harvesting. Mathematics 11: 4958.
  • Hasan, N., A. Suryanto, and Trisilowati, 2022 Dynamics of a fractional-order eco-epidemic model with Allee effect and refuge on prey. Communications in Mathematical Biology and Neuroscience 2022: 117.
  • Holling, C., 1965 The functional response of predators to prey density and its role in mimicry and population regulation. The Memoirs of the Entomological Society of Canada 97: 5–60.
  • Holling, C., 1966 The functional response of predators to prey density and its role in mimicry and population regulation. The Memoirs of the Entomological Society of Canada 98: 5–86.
  • Khan, A. Q., I. M. Alsulami, and S. K. A. Hamdani, 2024 Controlling the chaos and bifurcations of a discrete prey–predator model. AIMS Mathematics 9: 1783–1818.
  • Khan, M. S., M. A. Khan, M. S. Shabbir, and Q. Din, 2019 Stability, bifurcation and chaos control in a discrete–time prey–predator model with holling type-ii response. Network Biology 9: 55–77.
  • Lee, J. and H. Baek, 2017 Dynamics of a Beddington–De Angelis– type predator–prey system with constant rate harvesting. Electronic Journal of Qualitative Theory of Differential Equations 2017: 1–20.
  • Li, W., C. Zhang, and M. Wang, 2024 Analysis of the dynamical properties of discrete predator–prey systems with fear effects and refuges. Discrete Dynamics in Nature and Society 2024: 9185585.
  • Liu, X. and D. Xiao, 2007 Complex dynamic behaviors of a discretetime predator-prey system. Chaos, Solitons & Fractals 32: 80–94.
  • Liu, Y. and X. Li, 2021 Dynamics of a discrete predator-prey model with holling-ii functional response. International Journal of Biomathematics 14: 2150068.
  • Mandal, G., L. N. Guin, S. Chakravarty, and R. Han, 2025 Dynamic complexities in a predator–prey model with prey refuge influenced by double Allee effects. Mathematics and Computers in Simulation 227: 527–552.
  • Mondal, B., U. Ghosh, S. Sarkar, and P. K. Tiwari, 2024 A generalist predator–prey system with the effects of fear and refuge in deterministic and stochastic environments. Mathematics and Computers in Simulation 225: 968–991.
  • Mondal, S., M. Biswas, and N. Bairagi, 2020 Local and global dynamics of a fractional–order predator–prey system with habitat complexity and the corresponding discretized fractional-order system. Journal of Applied Mathematics and Computing 63: 311–340.
  • Mukhopadhyay, B. and R. Bhattacharyya, 2016 Effects of harvesting and predator interference in a model of two-predators competing for a single prey. Applied Mathematical Modelling 40: 3264–3274.
  • Panigoro, H. S., M. Rayungsari, and A. Suryanto, 2023 Bifurcation and chaos in a discrete–time fractional–order logistic model with Allee effect and proportional harvesting. International Journal of Dynamics and Control 11: 1544–1558.
  • Panigoro, H. S., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2019 Dynamics of a fractional–order predator–prey model with infectious diseases in prey. Communication in Biomathematical Sciences 2: 1544–1558.
  • Panigoro, H. S., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2021 Dynamics of an eco-epidemic predator–prey model involving fractional derivatives with power-law and Mittag–Leffler kernel. Symmetry 13: 785.
  • Petráš, I., 2011 Fractional–order nonlinear systems: modeling, analysis and simulation. Springer Science & Business Media.
  • Rayungsari, M., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2022 Dynamical analysis of a predator–prey model incorporating predator cannibalism and refuge. Axioms 11: 116.
  • Rayungsari, M., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2023 Dynamics analysis of a predator–prey fractional–order model incorporating predator cannibalism and refuge. Frontiers in Applied Mathematics and Statistics 9: 1122330.
  • Ruan, M. and X. Li, 2024 Complex dynamical properties and chaos control for a discrete modified leslie–gower prey–predator system with holling ii functional response. Advances in Continuous and Discrete Models 2024: 30.
  • Sahoo, K. and B. Sahoo, 2024 Crucial impact of component Allee effect in predator–prey system. Journal of Physics A: Mathematical and Theoretical 57: 215601.
  • Santra, P. K. and G. S. Mahapatra, 2020 Dynamical study of discrete– time prey–predator model with constant prey refuge under imprecise biological parameters. Journal of Biological Systems 28: 681–699.
  • Sarkar, K. and B. Mondal, 2023 Dynamic analysis of a fractional– order predator–prey model with harvesting. International Journal of Dynamics and Control 11: 1518–1531.
  • Selvam, A. G. M., R. Janagaraj, and M. Jacintha, 2020 Dynamical analysis of a discrete fractional order preypredator system incorporating a prey refuge with holling type ii response. In Journal of Physics: Conference Series, volume 1597, p. 012008.
  • Shabbir, M. S. and Q. Din, 2022 Understanding cannibalism dynamics in predator–prey interactions: bifurcations and chaos control strategies. Qualitative Theory of Dynamical Systems 23.
  • Suryanto, A., I. Darti, H. S. Panigoro, and A. Kilicman, 2019 A fractional–order predator–prey model with ratio–dependent functional response and linear harvesting. Mathematics 7: 1100.
  • Uddin, M. J., P. K. Santra, S. M. S. Rana, and G. S. Mahapatra, 2024 Chaotic dynamics of the fractional order predator–prey model incorporating Gompertz growth on prey with Ivlev functional response. Chaos Theory and Applications 63: 192–204.
  • Ulfa, H. M., A. Suryanto, and I. Darti, 2017 Dynamics of Leslie– Gower predator–prey model with additional food for predators. International Journal of Pure and Applied Mathematics 115: 199–209.
  • Zhang, H., Y. Cai, S. Fu, andW.Wang, 2019 Impact of the fear effect in a prey–predator model incorporating a prey refuge. Applied Mathematics and Computation 356: 328–337.

Bifurcation Analysis and Chaos Control of a Discrete–Time Fractional Order Predator-Prey Model with Holling Type II Functional Response and Harvesting

Year 2025, Volume: 7 Issue: 1, 87 - 98, 31.03.2025
https://doi.org/10.51537/chaos.1581247

Abstract

This paper employs a piecewise constant approximation to discretize a fractional order Holling type II predator-prey model with harvesting in both populations. The dynamics of the resulting discrete-time model are then investigated. First, the conditions for fixed points’ existence and stability are established. It is also demonstrated that the proposed discrete-time model can undergo either flip bifurcation or Neimark-Sacker bifurcation. The existence and direction of both bifurcations have been identified using the center manifold theorem. The appearance of these bifurcations results in the emergence of chaotic dynamics. To stabilize chaos at the fixed point of unstable trajectories, we provide two types of control chaos: hybrid control and state feedback control. By selecting appropriate control settings, it is shown that both hybrid control and state feedback control eliminate chaotic orbits and make the fixed point asymptotically stable. Some numerical simulations were used to verify all analytical conclusions.

Ethical Statement

Not applicable.

Supporting Institution

Directorate of Research, Technology and Community Service of the Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia

Project Number

00309.11/UN10.A0501/B/PT.01.03.2/2024

Thanks

This research was funded by Directorate of Research, Technology and Community Service of the Ministry of Education, Culture, Research, and Technology of the Republic of Indonesia through Regular Fundamental Research (PFR) [Contract no. 00309.11/UN10.A0501/B/PT.01.03.2/2024].

References

  • Al-Nassir, S., 2021 Dynamic analysis of a harvested fractionalorder biological system with its discretization. Chaos, Solitons & Fractals 152: 111308.
  • Alzabut, J., A. G. M. Selvam, V. Dhakshinamoorthy, H. Mohammadi, and S. Rezapour, 2022 On chaos of discrete time fractional order host–immune–tumor cells interaction model. Journal of Applied Mathematics and Computing 68: 4795–4820.
  • Arias, C. F., G. Blé, and M. Falconi, 2022 Dynamics of a discrete– time predator–prey system with holling ii functional response. Qualitative Theory of Dynamical Systems 21: 31.
  • Beretta, E. and Y. Kuang, 1998 Global analysis in some delayed ratio–dependent predator–prey systems. Nonlinear Analysis: Theory, Methods & Applications 32: 381–408.
  • Berryman, A. A., 1992 The origin and evolution of predator–prey theory. Ecology 73: 1530–1535.
  • Brown, D. H., H. Ferris, S. Fu, and R. Plant, 2004 Modeling direct positive feedback between predators and prey. Theoretical Population Biology 65: 143–152.
  • El-Sayed, A. M. A. and S. M. Salman, 2013 On a discretization process of fractional order riccati differential equation. Journal of Fractional Calculus and Applications 4: 251–259.
  • Eskandari, Z., P. A. Naik, and M. Yavuz, 2024 Dynamical behaviors of a discrete–time prey–predator model with harvesting effect on the predator. Journal of Applied Analysis and Computation 14: 283–297.
  • Guo, H., J. Han, and G. Zhang, 2023 Hopf bifurcation and control for the bioeconomic predator–prey model with square root functional response and nonlinear prey harvesting. Mathematics 11: 4958.
  • Hasan, N., A. Suryanto, and Trisilowati, 2022 Dynamics of a fractional-order eco-epidemic model with Allee effect and refuge on prey. Communications in Mathematical Biology and Neuroscience 2022: 117.
  • Holling, C., 1965 The functional response of predators to prey density and its role in mimicry and population regulation. The Memoirs of the Entomological Society of Canada 97: 5–60.
  • Holling, C., 1966 The functional response of predators to prey density and its role in mimicry and population regulation. The Memoirs of the Entomological Society of Canada 98: 5–86.
  • Khan, A. Q., I. M. Alsulami, and S. K. A. Hamdani, 2024 Controlling the chaos and bifurcations of a discrete prey–predator model. AIMS Mathematics 9: 1783–1818.
  • Khan, M. S., M. A. Khan, M. S. Shabbir, and Q. Din, 2019 Stability, bifurcation and chaos control in a discrete–time prey–predator model with holling type-ii response. Network Biology 9: 55–77.
  • Lee, J. and H. Baek, 2017 Dynamics of a Beddington–De Angelis– type predator–prey system with constant rate harvesting. Electronic Journal of Qualitative Theory of Differential Equations 2017: 1–20.
  • Li, W., C. Zhang, and M. Wang, 2024 Analysis of the dynamical properties of discrete predator–prey systems with fear effects and refuges. Discrete Dynamics in Nature and Society 2024: 9185585.
  • Liu, X. and D. Xiao, 2007 Complex dynamic behaviors of a discretetime predator-prey system. Chaos, Solitons & Fractals 32: 80–94.
  • Liu, Y. and X. Li, 2021 Dynamics of a discrete predator-prey model with holling-ii functional response. International Journal of Biomathematics 14: 2150068.
  • Mandal, G., L. N. Guin, S. Chakravarty, and R. Han, 2025 Dynamic complexities in a predator–prey model with prey refuge influenced by double Allee effects. Mathematics and Computers in Simulation 227: 527–552.
  • Mondal, B., U. Ghosh, S. Sarkar, and P. K. Tiwari, 2024 A generalist predator–prey system with the effects of fear and refuge in deterministic and stochastic environments. Mathematics and Computers in Simulation 225: 968–991.
  • Mondal, S., M. Biswas, and N. Bairagi, 2020 Local and global dynamics of a fractional–order predator–prey system with habitat complexity and the corresponding discretized fractional-order system. Journal of Applied Mathematics and Computing 63: 311–340.
  • Mukhopadhyay, B. and R. Bhattacharyya, 2016 Effects of harvesting and predator interference in a model of two-predators competing for a single prey. Applied Mathematical Modelling 40: 3264–3274.
  • Panigoro, H. S., M. Rayungsari, and A. Suryanto, 2023 Bifurcation and chaos in a discrete–time fractional–order logistic model with Allee effect and proportional harvesting. International Journal of Dynamics and Control 11: 1544–1558.
  • Panigoro, H. S., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2019 Dynamics of a fractional–order predator–prey model with infectious diseases in prey. Communication in Biomathematical Sciences 2: 1544–1558.
  • Panigoro, H. S., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2021 Dynamics of an eco-epidemic predator–prey model involving fractional derivatives with power-law and Mittag–Leffler kernel. Symmetry 13: 785.
  • Petráš, I., 2011 Fractional–order nonlinear systems: modeling, analysis and simulation. Springer Science & Business Media.
  • Rayungsari, M., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2022 Dynamical analysis of a predator–prey model incorporating predator cannibalism and refuge. Axioms 11: 116.
  • Rayungsari, M., A. Suryanto, W. M. Kusumawinahyu, and I. Darti, 2023 Dynamics analysis of a predator–prey fractional–order model incorporating predator cannibalism and refuge. Frontiers in Applied Mathematics and Statistics 9: 1122330.
  • Ruan, M. and X. Li, 2024 Complex dynamical properties and chaos control for a discrete modified leslie–gower prey–predator system with holling ii functional response. Advances in Continuous and Discrete Models 2024: 30.
  • Sahoo, K. and B. Sahoo, 2024 Crucial impact of component Allee effect in predator–prey system. Journal of Physics A: Mathematical and Theoretical 57: 215601.
  • Santra, P. K. and G. S. Mahapatra, 2020 Dynamical study of discrete– time prey–predator model with constant prey refuge under imprecise biological parameters. Journal of Biological Systems 28: 681–699.
  • Sarkar, K. and B. Mondal, 2023 Dynamic analysis of a fractional– order predator–prey model with harvesting. International Journal of Dynamics and Control 11: 1518–1531.
  • Selvam, A. G. M., R. Janagaraj, and M. Jacintha, 2020 Dynamical analysis of a discrete fractional order preypredator system incorporating a prey refuge with holling type ii response. In Journal of Physics: Conference Series, volume 1597, p. 012008.
  • Shabbir, M. S. and Q. Din, 2022 Understanding cannibalism dynamics in predator–prey interactions: bifurcations and chaos control strategies. Qualitative Theory of Dynamical Systems 23.
  • Suryanto, A., I. Darti, H. S. Panigoro, and A. Kilicman, 2019 A fractional–order predator–prey model with ratio–dependent functional response and linear harvesting. Mathematics 7: 1100.
  • Uddin, M. J., P. K. Santra, S. M. S. Rana, and G. S. Mahapatra, 2024 Chaotic dynamics of the fractional order predator–prey model incorporating Gompertz growth on prey with Ivlev functional response. Chaos Theory and Applications 63: 192–204.
  • Ulfa, H. M., A. Suryanto, and I. Darti, 2017 Dynamics of Leslie– Gower predator–prey model with additional food for predators. International Journal of Pure and Applied Mathematics 115: 199–209.
  • Zhang, H., Y. Cai, S. Fu, andW.Wang, 2019 Impact of the fear effect in a prey–predator model incorporating a prey refuge. Applied Mathematics and Computation 356: 328–337.
There are 38 citations in total.

Details

Primary Language English
Subjects Biological Mathematics, Dynamical Systems in Applications
Journal Section Research Articles
Authors

Agus Suryanto 0000-0002-1335-5631

İsnani Darti 0000-0002-4163-8030

Edi Cahyono 0000-0001-9109-8688

Project Number 00309.11/UN10.A0501/B/PT.01.03.2/2024
Publication Date March 31, 2025
Submission Date November 7, 2024
Acceptance Date March 16, 2025
Published in Issue Year 2025 Volume: 7 Issue: 1

Cite

APA Suryanto, A., Darti, İ., & Cahyono, E. (2025). Bifurcation Analysis and Chaos Control of a Discrete–Time Fractional Order Predator-Prey Model with Holling Type II Functional Response and Harvesting. Chaos Theory and Applications, 7(1), 87-98. https://doi.org/10.51537/chaos.1581247

Chaos Theory and Applications in Applied Sciences and Engineering: An interdisciplinary journal of nonlinear science 23830 28903   

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