Year 2025,
Volume: 7 Issue: 1, 87 - 98, 31.03.2025
Agus Suryanto
,
İsnani Darti
,
Edi Cahyono
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
Agus Suryanto
,
İsnani Darti
,
Edi Cahyono
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.