Dynamic analysis and optimal control of a fractional order predator-prey model with economic threshold

Wenjun Gao , Xiaoyan Tian , Ruiqing Shi

Electronic Research Archive ›› 2025, Vol. 33 ›› Issue (8) : 4529 -4558.

PDF (3736KB)
Electronic Research Archive ›› 2025, Vol. 33 ›› Issue (8) :4529 -4558. DOI: 10.3934/era.2025205
Research article
research-article
Dynamic analysis and optimal control of a fractional order predator-prey model with economic threshold
Author information +
History +
PDF (3736KB)

Abstract

In this paper, a fractional order differential algebraic predator-prey system with Holling type functional response was presented. The dynamic behavior of populations under the influence of economic benefits was thoroughly investigated. Specifically, with economic benefit as the bifurcation parameter, the existence of singularity-induced bifurcation was analyzed based on the theory of differential algebraic system. After that, a state feedback controller was designed to eliminate the singularity induced bifurcation and stabilize the system near the corresponding interior equilibrium. Furthermore, an optimal control problem was formulated, and the necessary conditions were derived. In addition, the validity of the theoretical results was confirmed through extensive numerical simulations.

Keywords

predator-prey model / fractional order / differential algebraic equations / singularity-induced bifurcation / stability / optimal control

Cite this article

Download citation ▾
Wenjun Gao, Xiaoyan Tian, Ruiqing Shi. Dynamic analysis and optimal control of a fractional order predator-prey model with economic threshold. Electronic Research Archive, 2025, 33 (8) : 4529-4558 DOI:10.3934/era.2025205

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

G. Zhang, L. Zhu, B, Chen, Hopf bifurcation and stability for a differential-algebraic biological economic system, Appl. Math. Comput., 217 (2010), 330-338. https://doi.org/10.1016/j.amc.2010.05.065

[2]

M. Elettreby, Two-prey one-predator model, Chaos Solitons Fractals, 39 (2009), 2018-2027. https://doi.org/10.1016/j.chaos.2007.06.058

[3]

S. Mallak, D. Farekh, B. Attili, Numerical investigation of fuzzy predator-prey model with a functional response of the form arctan(ax), Mathematics, 9 (2021), 1919. http://doi.org/10.3390/math91611919

[4]

J. Huang, S. Ruan, J. Song, Bifurcations in a predator-prey system of Leslie type with generalized Holling type III functional response, J. Differ. Equations, 257 (2014), 1721-1752. https://doi.org/10.1016/j.jde.2014.04.024

[5]

X. Zhang, Y. Huang, P. Weng, Permanence and stability of a diffusive predator-prey model with disease in the prey, Comput. Math. Appl., 68 (2014), 1431-1445. https://doi.org/10.1016/j.camwa.2014.09.011

[6]

H. Shi, Y. Li, Global asymptotic stability of a diffusive predator-prey model with ratio-dependent functional response, Appl. Math. Comput., 250 (2015), 71-77. https://doi.org/10.1016/j.amc.2014.10.116

[7]

H. Alsakaji, S. Kundu, F. Rihan, Delay differential model of one-predator two-prey system with Monod-Haldane and Holling type II functional responses, Appl. Math. Comput., 397 (2021), 125919. https://doi.org/10.1016/j.amc.2020.125919

[8]

M. Almatrafi, M. Berkal, Bifurcation analysis and chaos control for fractional predator-prey model with Gompertz growth of prey population, Mod. Phys. Lett. B, 39 (2025), 2550103. https://doi.org/10.1142/S0217984925501039

[9]

M. Almatrafi, M. Berkal, Bifurcation analysis and chaos control for prey-predator model with Allee effect, Int. J. Anal. Appl., 21 (2023), 131. https://doi.org/10.28924/2291-8639-21-2023-131

[10]

F. Rihan, S. Lakshmanan, A. Hashish, R. Rakkiyappan, E. Ahmed, Fractional-order delayed predator-prey systems with Holling type-II functional response, Nonlinear Dyn., 80 (2015), 777-789. https://doi.org/10.1007/s11071-015-1905-8

[11]

T. Kar, A. Batabyal, Persistence and stability of a two prey one predator system, Int. J. Eng. Sci. Technol., 2 (2010), 174-190. https://doi.org/10.4314/ijest.v2i2.59164

[12]

S. Roy, B. Roy, Analysis of prey-predator three species fishery model with harvesting including prey refuge and migration, Int. J. Bifurcation Chaos, 26 (2016), 1650022. https://doi.org/10.1142/S021812741650022X

[13]

A. Jana, S. Roy, Behavioural analysis of two prey-two predator model, Ecol. Complexity, 47 (2021), 100942. https://doi.org/10.1016/j.ecocom.2021.100942

[14]

S. Khajanchi, Modeling the dynamics of stage-structure predator-prey system with Monod-Haldane type response function, Appl. Math. Comput., 302 (2017), 122-143. https://doi.org/10.1016/j.amc.2017.01.019

[15]

S. Khajanchi, S. Banerjee, Role of constant prey refuge on stage structure predator-prey model with ratio dependent functional response, Appl. Math. Comput., 314 (2017), 193-198. https://doi.org/10.1016/j.amc.2017.07.017

[16]

F. Rihan, H. Alsakaji, C. Rajivganthi, Stability and Hopf bifurcation of three-species prey-predator system with time delays and Allee effect, Complexity, 2020 (2020), 7306412. https://doi.org/10.1155/2020/7306412

[17]

M. Javidi, N. Nyamoradi, Dynamic analysis of a fractional order prey-predator interaction with harvesting, Appl. Math. Model., 37 (2013), 8946-8956. https://doi.org/10.1016/j.apm.2013.04.024

[18]

M. Rivero, J. Trujillo, L. Vázquez, M. Velasco, Fractional dynamics of populations, Appl. Math. Comput., 218 (2011), 1089-1095. https://doi.org/10.1016/j.amc.2011.03.017

[19]

C. Li, F. Zhang, A survey on the stability of fractional differential equations, Eur. Phys. J. Spec. Top., 193 (2011), 27-47. https://doi.org/10.1140/epjst/e2011-01379-1

[20]

X. Meng, J. Jiao, L. Chen, The dynamics of an age structured predator-prey model with disturbing pulse and time delays, Nonlinear Anal. Real World Appl., 9 (2008), 547-561. https://doi.org/10.1016/j.nonrwa.2006.12.001

[21]

Y. Xia, J. Cao, S. Cheng, Multiple periodic solutions of a delayed stage-structured predator-prey model with non-monotone functional responses, Appl. Math. Model., 31 (2007), 1947-1959. https://doi.org/10.1016/j.apm.2006.08.012

[22]

J. Zhang, Bifurcation analysis of a modified Holling-Tanner predator-prey model with time delay, Appl. Math. Model., 36 (2012), 1219-1231. https://doi.org/10.1016/j.apm.2011.07.071

[23]

K. Ramesh, G. Kumar, K. Nisar, K. Lakshminarayan, K. Rao, W. Albalawi, et al., Study on a fractional order delayed predator-prey model including prey refuge and type II functional response, Partial Differ. Equations Appl. Math., 8 (2023), 100555. https://doi.org/10.1016/j.padiff.2023.100555

[24]

M. Almatrafi, M. Berkal, Stability and bifurcation analysis of predator-prey model with Allee effect using conformable derivatives, J. Math. Comput. Sci., 36 (2025), 299-316. https://dx.doi.org/10.22436/jmcs.036.03.05

[25]

K. Chakraborty, M. Chakraborty, T. Kar, Optimal control of harvest and bifurcation of a prey-predator model with stage structure, Appl. Math. Comput., 217 (2011), 8778-8792. https://doi.org/10.1016/j.amc.2011.03.139

[26]

K. Chakraborty, M. Chakraborty, T. Kar, Bifurcation and control of a bioeconomic model of a prey-predator system with a time delay, Nonlinear Anal. Hybrid Syst., 5 (2011), 613-625. https://doi.org/10.1016/j.nahs.2011.05.004

[27]

X. Zhang, Q. Zhang, Bifurcation analysis and control of a class of hybrid biological economic models, Nonlinear Anal. Hybrid Syst., 3 (2009), 578-587. https://doi.org/10.1016/j.nahs.2009.04.009

[28]

W. Liu, C. Fu, B. Chen, Hopf bifurcation for a predator-prey biological economic system with Holling type II functional response, J. Franklin Inst., 348 (2011), 1114-1127. https://doi.org/10.1016/j.jfranklin.2011.04.019

[29]

G. Zhang, Y. Shen, B. Chen, Hopf bifurcation of a predator-prey system with predator harvesting and two delays, Nonlinear Dyn., 73 (2013), 2119-2131. https://doi.org/10.1007/s11071-013-0928-2

[30]

W. Gao, X. Jia, R. Shi, Dynamic analysis and optimal control of a fractional order fishery model with refuge and protected area, Axioms, 13 (2024), 642. https://doi.org/10.3390/axioms13090642

[31]

C. Liu, N. Lu, Q. Zhang, J. Li, P. Liu, Modeling and analysis in a prey-predator system with commercial harvesting and double time delays, Appl. Math. Comput., 281 (2016), 77-101. https://doi.org/10.1016/j.amc.2016.01.039

[32]

K. Nosrati, M. Shafiee, Dynamic analysis of fractional-order singular Holling type-II predator-prey system, Appl. Math. Comput., 313 (2017), 159-179. https://doi.org/10.1016/j.amc.2017.05.067

[33]

L. Xia, G. Chen, T. Wu, Y. Gao, A. Mohammadzadeh, E. Ghaderpour, Optimal intelligent control for doubly fed induction generators, Mathematics, 11 (2023), 20. https://doi.org/10.3390/math11010020

[34]

S. Sabermahani, Y. Ordokhani, P. Rahimkhani, Application of generalized Lucas wavelet method for solving nonlinear fractal-fractional optimal control problems, Chaos Solitons Fractals, 170 (2023), 113348. https://doi.org/10.1016/j.chaos.2023.113348

[35]

N. Demo, M. Strazzullo, G. Rozza, An extended physics informed neural network for preliminary analysis of parametric optimal control problems, Comput. Math. Appl., 143 (2023), 383-396. https://doi.org/10.1016/j.camwa.2023.05.004

[36]

Z. Peng, G. Zhang, S. Migórski, Sensitivity analysis of optimal control problems for differential hemivariational inequalities in steady thermistor problem, Commun. Nonlinear Sci. Numer. Simul., 142 (2025), 108532. https://doi.org/10.1016/j.cnsns.2024.108532

[37]

W. Gao, X. Jia, R. Shi, Dynamics and optimal harvesting for fishery models with reserved areas, Symmetry, 16 (2024), 800. https://doi.org/10.3390/sym16070800

[38]

X. Liu, Q. Huang, Analysis of optimal harvesting of a predator-prey model with Holling type IV functional response, Ecol. Complexity, 42 (2020), 100816. https://doi.org/10.1016/j.ecocom.2020.100816

[39]

S. Alshammari, M. Alshammari, M. Alabedalhadi, M. Al-Sawalha, M. Al-Smadi, Numerical investigation of a fractional model of a tumor-immune surveillance via Caputo operator, Alexandria Eng. J., 86 (2024), 525-536. https://doi.org/10.1016/j.aej.2023.11.026

[40]

H. Gordon, The economic theory of a common property resource: The fishery, J. Polit. Econ., 62 (1954), 124-142. https://doi.org/10.1086/257497

[41]

T. Kaczorek, Reduced-order fractional descriptor observers for a class of fractional descriptor continuous-time nonlinear systems, Int. J. Appl. Math. Comput. Sci., 26 (2016), 277-283. https://doi.org/10.1515/amcs-2016-0019

[42]

C. Yang, Q. Zhang, L. Zhou, Stability Analysis and Design for Nonlinear Singular Systems, Springer-Verlag, Berlin, 2013. https://doi.org/10.1007/978-3-642-32144-3

[43]

I. Petras, Fractional-Order Nonlinear Systems: Modeling, Analysis and Simulation, Springer-Verlag, Berlin, 2011. https://doi.org/10.1007/978-3-642-18101-6

[44]

V. Venkatasubramanian, H. Schattler, J. Zaborszky, Local bifurcations and feasibility regions in differential-algebraic systems, IEEE Trans. Autom. Control, 40 (1995), 1992-2013. https://doi.org/10.1109/9.478226

[45]

L. Dai, Singular Control Systems, Springer-Verlag, Berlin, 1989. https://doi.org/10.1007/BFb0002475

[46]

M. Kot, M. Kot, Elements of Mathematical Ecology, Cambridge University Press, Cambridge, 2001. https://doi.org/10.1017/CBO9780511608520

[47]

M. Kamien, N. Schwartz, Dynamic Optimization: The Calculus of Variations and Optimal Control in Economics and Management, Elsevier Science, New York, 1991.

PDF (3736KB)

0

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉