Research article Special Issues

Fractional dynamics and computational analysis of food chain model with disease in intermediate predator

  • Received: 15 February 2024 Revised: 09 April 2024 Accepted: 19 April 2024 Published: 16 May 2024
  • MSC : 26A27, 26A30, 26A33, 28A80, 35R11

  • In this paper, a fractional food chain system consisting of a Holling type Ⅱ functional response was studied in view of a fractional derivative operator. The considered fractional derivative operator provided nonsingular as well as a nonlocal kernel which was significantly better than other derivative operators. Fractional order modeling of a model was also useful to model the behavior of real systems and in the investigation of dynamical systems. This model depicted the relationship among four types of species: prey, susceptible intermediate predators (IP), infected intermediate predators, and apex predators. One of the significant aspects of this model was the inclusion of Michaelis-Menten type or Holling type Ⅱ functional response to represent the predator-prey link. A functional response depicted the rate at which the normal predator consumed the prey. The qualitative property and assumptions of the model were discussed in detail. The present work discussed the dynamics and analytical behavior of the food chain model in the context of fractional modeling. This study also examined the existence and uniqueness related analysis of solutions to the food chain system. In addition, the Ulam-Hyers stability approach was also discussed for the model. Moreover, the present work examined the numerical approach for the solution and simulation for the model with the help of graphical presentations.

    Citation: Jagdev Singh, Behzad Ghanbari, Ved Prakash Dubey, Devendra Kumar, Kottakkaran Sooppy Nisar. Fractional dynamics and computational analysis of food chain model with disease in intermediate predator[J]. AIMS Mathematics, 2024, 9(7): 17089-17121. doi: 10.3934/math.2024830

    Related Papers:

  • In this paper, a fractional food chain system consisting of a Holling type Ⅱ functional response was studied in view of a fractional derivative operator. The considered fractional derivative operator provided nonsingular as well as a nonlocal kernel which was significantly better than other derivative operators. Fractional order modeling of a model was also useful to model the behavior of real systems and in the investigation of dynamical systems. This model depicted the relationship among four types of species: prey, susceptible intermediate predators (IP), infected intermediate predators, and apex predators. One of the significant aspects of this model was the inclusion of Michaelis-Menten type or Holling type Ⅱ functional response to represent the predator-prey link. A functional response depicted the rate at which the normal predator consumed the prey. The qualitative property and assumptions of the model were discussed in detail. The present work discussed the dynamics and analytical behavior of the food chain model in the context of fractional modeling. This study also examined the existence and uniqueness related analysis of solutions to the food chain system. In addition, the Ulam-Hyers stability approach was also discussed for the model. Moreover, the present work examined the numerical approach for the solution and simulation for the model with the help of graphical presentations.



    加载中


    [1] A. J. Lotka, Elements of physical biology, Baltimore: Williams and Wilkins, 1925. https://doi.org/10.1038/116461b0
    [2] V. Volterra, Variazioni e fluttuazioni del numero d'individui in specie animali conviventi, Mem. R. Accad. Naz. Lincei, 2 (1926), 31–113.
    [3] P. Georgescu, Y. H. Hsieh, Global dynamics of a predator-prey model with stage structure for the predator, SIAM J. Appl. Math., 67 (2007), 1379–1395. https://doi.org/10.1137/060670377 doi: 10.1137/060670377
    [4] S. A. Gourley, Y. Kuang, A stage structured predator-prey model and its dependence on maturation delay and death rate, J. Math. Biol., 49 (2004), 188–200. https://doi.org/10.1007/s00285-004-0278-2 doi: 10.1007/s00285-004-0278-2
    [5] R. Kon, Y. Saito, Y. Takeuchi, Permanence of single-species stage-structured models, J. Math. Biol., 48 (2004), 515–528. https://doi.org/10.1007/s00285-003-0239-1 doi: 10.1007/s00285-003-0239-1
    [6] S. Q. Liu, L. S. Chen, R. Agarwal, Recent progress on stage-structured population dynamics, Math. Comput. Model., 36 (2002), 1319–1360. https://doi.org/10.1016/S0895-7177(02)00279-0 doi: 10.1016/S0895-7177(02)00279-0
    [7] W. D. Wang, L. S. Chen, A predator-prey system with stage-structure for predator, Comput. Math. Appl., 33 (1997), 83–91. https://doi.org/10.1016/S0898-1221(97)00056-4 doi: 10.1016/S0898-1221(97)00056-4
    [8] W. O. Kermack, A. G. McKendrick, A contribution to the mathematical theory of epidemics, Proc. R. Soc. Lond. Ser. A, 115 (1927), 700–721. https://doi.org/10.1098/rspa.1927.0118 doi: 10.1098/rspa.1927.0118
    [9] Y. N. Xiao, L. S. Chen, Modeling and analysis of a predator-prey model with disease in the prey, Math. Biosci., 171 (2001), 59–82. https://doi.org/10.1016/s0025-5564(01)00049-9 doi: 10.1016/s0025-5564(01)00049-9
    [10] M. Haque, E. Venturino, The role of transmissible diseases in the Holling-Tanner predator-prey model, Theor. Popul. Biol., 70 (2006), 273–288. https://doi.org/10.1016/j.tpb.2006.06.007 doi: 10.1016/j.tpb.2006.06.007
    [11] J. Chattopadhyay, O. Arino, A predator-prey model with disease in the prey, Nonlinear Anal., 36 (1999), 747–766. https://doi.org/10.1016/S0362-546X(98)00126-6 doi: 10.1016/S0362-546X(98)00126-6
    [12] H. I. Freedman, P. Waltman, Mathematical analysis of some three-species food-chain models, Math. Biosci., 33 (1977), 257–276. https://doi.org/10.1016/0025-5564(77)90142-0 doi: 10.1016/0025-5564(77)90142-0
    [13] J. Chattopadhyay, N. Bairagi, R. R. Sarkar, A predator-prey model with some cover on prey species, Nonlinear Phenom. Complex Syst., 3 (2000), 407–420.
    [14] T. K. Kar, Modelling and analysis of a harvested prey-predator system incorporating a prey refuge, J. Comput. Appl. Math., 185 (2006), 19–33. https://doi.org/10.1016/j.cam.2005.01.035 doi: 10.1016/j.cam.2005.01.035
    [15] B. Dubey, A prey-predator model with a reserved area, Nonlinear Anal. Model. Control, 12 (2007), 479–494. https://doi.org/10.15388/NA.2007.12.4.14679 doi: 10.15388/NA.2007.12.4.14679
    [16] B. Dubey, R. K. Upadhyay, Persistence and extinction of one-prey and two-predator system, Nonlinear Anal. Model. Control, 9 (2004), 307–329. https://doi.org/10.15388/NA.2004.9.4.15147 doi: 10.15388/NA.2004.9.4.15147
    [17] L. M. Cai, J. Y. Yu, G. T. Zhu, A stage-structured predator-prey model with Beddington-DeAngelis functional response, J. Appl. Math. Comput., 26 (2008), 85–103. https://doi.org/10.1007/s12190-007-0008-1 doi: 10.1007/s12190-007-0008-1
    [18] K. A. Hasan, M. F. Hama, Complex dynamics behaviors of a discrete prey-predator model with Beddington-Deangelis functional response, Int. J. Contemp. Math. Sci., 7 (2012), 2179–2195.
    [19] S. Q. Liu, E. Beretta, A stage-structured predator-prey model of Beddington-Deangelis type, SIAM J. Appl. Math., 66 (2006), 1101–1129. https://doi.org/10.1137/050630003 doi: 10.1137/050630003
    [20] R. S. Cantrell, C. Cosner, On the dynamics of predator-prey models with the Beddington-DeAngelis functional response, J. Math. Anal. Appl., 257 (2001), 206–222. https://doi.org/10.1006/jmaa.2000.7343 doi: 10.1006/jmaa.2000.7343
    [21] S. Khajanchi, Dynamic behavior of a Beddington-DeAngelis type stage structured predator-prey model, Appl. Math. Comput., 244 (2014), 344–360. https://doi.org/10.1016/j.amc.2014.06.109 doi: 10.1016/j.amc.2014.06.109
    [22] V. P. Dubey, R. Kumar, D. Kumar, Numerical solution of time-fractional three-species food chain model arising in the realm of mathematical ecology, Int. J. Biomath., 13 (2020), 2050011. https://doi.org/10.1142/S1793524520500114 doi: 10.1142/S1793524520500114
    [23] M. S. Abdo, S. K. Panchal, K. Shah, T. Abdeljawad, Existence theory and numerical analysis of three species prey-predator model under Mittag-Leffler power law, Adv. Differ. Equ., 2020 (2020), 1–16. https://doi.org/10.1186/s13662-020-02709-7 doi: 10.1186/s13662-020-02709-7
    [24] B. Ghanbari, D. Kumar, Numerical solution of predator-prey model with Beddington-DeAngelis functional response and fractional derivatives with Mittag-Leffler kernel, Chaos, 29 (2019), 063103. https://doi.org/10.1063/1.5094546 doi: 10.1063/1.5094546
    [25] C. Liu, L. L. Chang, Y. Huang, Z. Wang, Turing patterns in a predator-prey model on complex networks, Nonlinear Dyn., 99 (2020), 3313–3322. https://doi.org/10.1007/s11071-019-05460-1 doi: 10.1007/s11071-019-05460-1
    [26] M. R. Song, S. P. Gao, C. Liu, Y. Bai, L. Zhang, B. L. Xie, et al., Cross-diffusion induced Turing patterns on multiplex networks of a predator-prey model, Chaos Solitons Fract., 168 (2023), 113131. https://doi.org/10.1016/j.chaos.2023.113131 doi: 10.1016/j.chaos.2023.113131
    [27] H. J. Alsakaji, S. Kundu, F. A. 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 doi: 10.1016/j.amc.2020.125919
    [28] F. A. Rihan, U. Kandasamy, H. J. Alsakaji, N. Sottocornola, Dynamics of a fractional-order delayed model of COVID-19 with vaccination efficacy, Vaccines, 11 (2023), 1–26. https://doi.org/10.3390/vaccines11040758 doi: 10.3390/vaccines11040758
    [29] G. E. Arif, S. A. Wuhaib, M. F. Rashad, Infected intermediate predator and harvest in food chain, J. Al-Qadisiyah Comput. Sci. Math., 12 (2020), 120–138. https://doi.org/10.29304/jqcm.2020.12.1.683 doi: 10.29304/jqcm.2020.12.1.683
    [30] C. S. Holling, The components of predation as revealed by a study of small-mammal predation of the European pine sawfly, Can. Entomol., 91 (1959), 293–320. https://doi.org/10.4039/Ent91293-5 doi: 10.4039/Ent91293-5
    [31] C. S. Holling, Some characteristics of simple types of predation and parasitism, Can. Entomol., 91 (1959), 385–398. https://doi.org/10.4039/Ent91385-7 doi: 10.4039/Ent91385-7
    [32] A. Atangana, D. Baleanu, New fractional derivatives with nonlocal and non-singular kernel: theory and application to heat transfer model, Thermal Sci., 20 (2016), 763–769. https://doi.org/10.2298/TSCI160111018A doi: 10.2298/TSCI160111018A
    [33] T. R. Prabhakar, A singular integral equation with a generalized Mittag Leffler function in the kernel, Yokohama Math. J., 19 (1971), 7–15.
    [34] J. F. Gómez-Aguilar, A. Atangana, Fractional derivatives with the power-law and the Mittag-Leffler kernel applied to the nonlinear Baggs-Freedman model, Fractal Fract., 2 (2018), 1–14. https://doi.org/10.3390/fractalfract2010010 doi: 10.3390/fractalfract2010010
    [35] J. Singh, D. Kumar, D. Baleanu, On the analysis of chemical kinetics system pertaining to a fractional derivative with Mittag-Leffler type kernel, Chaos, 27 (2017), 103113. https://doi.org/10.1063/1.4995032 doi: 10.1063/1.4995032
    [36] J. Singh, D. Kumar, D. Baleanu, New aspects of fractional Biswas-Milovic model with Mittag-Leffler law, Math. Model. Nat. Phenom., 14 (2019), 303. https://doi.org/10.1051/mmnp/2018068 doi: 10.1051/mmnp/2018068
    [37] D. Kumar, J. Singh, D. Baleanu, Sushila, Analysis of regularized long-wave equation associated with a new fractional operator with Mittag-Leffler type kernel, Phys. A, 492 (2018), 155–167. https://doi.org/10.1016/j.physa.2017.10.002 doi: 10.1016/j.physa.2017.10.002
    [38] J. Singh, A new analysis for fractional rumor spreading dynamical model in a social network with Mittag-Leffler law, Chaos, 29 (2019), 013137. https://doi.org/10.1063/1.5080691 doi: 10.1063/1.5080691
    [39] D. Kumar, J. Singh, D. Baleanu, A new analysis of Fornberg-Whitham equation pertaining to a fractional derivative with Mittag-Leffler-type kernel, Eur. Phys. J. Plus, 133 (2018), 1–10. https://doi.org/10.1140/epjp/i2018-11934-y doi: 10.1140/epjp/i2018-11934-y
    [40] A. Yusuf, S. Qureshi, M. Inc, A. I. Aliyu, D. Baleanu, A. A. Shaikh, Two-strain epidemic model involving fractional derivative with Mittag-Leffler kernel, Chaos, 28 (2018), 123121. https://doi.org/10.1063/1.5074084 doi: 10.1063/1.5074084
    [41] Y. Zhou, Basic theory of fractional differential equations, Singapore: World Scientific, 2014.
    [42] T. Abdeljawad, D. Baleanu, Discrete fractional differences with nonsingular discrete Mittag-Leffler kernels, Adv. Differ. Equ., 2016 (2016), 1–18. https://doi.org/10.1186/s13662-016-0949-5 doi: 10.1186/s13662-016-0949-5
    [43] S. M. Ulam, Problems in modern mathematics, New York: John Wiley & Sons, 1964.
    [44] S. M. Ulam, A collection of mathematical problems, New York: Interscience Publishers, 1960.
    [45] Z. Ali, P. Kumam, K. Shah, A. Zada, Investigation of Ulam stability results of a coupled system of nonlinear implicit fractional differential equations, Mathematics, 7 (2019), 1–26. https://doi.org/10.3390/math7040341 doi: 10.3390/math7040341
    [46] Z. Ali, A. Zada, K. Shah, On Ulam's stability for a coupled systems of nonlinear implicit fractional differential equations, Bull. Malays. Math. Sci. Soc., 42 (2019), 2681–2699. https://doi.org/10.1007/s40840-018-0625-x doi: 10.1007/s40840-018-0625-x
    [47] Z. Ali, A. Zada, K. Shah, Ulam stability to a toppled systems of nonlinear implicit fractional order boundary value problem, Bound. Value Probl., 2018 (2018), 1–16. https://doi.org/10.1186/s13661-018-1096-6 doi: 10.1186/s13661-018-1096-6
    [48] Aphithana, S. K. Ntouyas, J. Tariboon, Existence and Ulam-Hyers stability for Caputo conformable differential equations with four-point integral conditions, Adv. Differ. Equ., 2019 (2019), 1–17. https://doi.org/10.1186/s13662-019-2077-5 doi: 10.1186/s13662-019-2077-5
  • Reader Comments
  • © 2024 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(318) PDF downloads(59) Cited by(0)

Article outline

Figures and Tables

Figures(10)

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog