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A prey-predator fractional order model with fear effect and group defense

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Abstract

In this work, a fractional-order prey-predator system with fear effect of predator on prey population and group defense has been proposed. The existence and uniqueness of the system have been studied. Non-negativity and boundedness are also theoretically demonstrated. Analysis of local stability with examination of saddle-node and Hopf bifurcation at equilibrium points are performed by the help of numerical simulations along with analytical study. All the numerical simulations are performed using MATLAB and MAPLE.

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References

  1. Malthus TR (1798) An essay on the principle of population, and a summary view of the principle of populations. Harmondsworth, Penguin

    Google Scholar 

  2. Cresswell W (2011) Predation in bird populations. J Ornithol 152(1):251–263

    Article  Google Scholar 

  3. Svennugsen TO, Holen OH, Leimar O (2011) Inducible defenses:continuous reaction norms or threshold traits. AM Nat 178(3):397–410

    Article  Google Scholar 

  4. Preisser EL, Bolnic DI (2008) The many faces of fear:comparing the pathways and impacts on non consumptive predator effects on prey populations. PLoS ONE 3(6):e2465

    Article  Google Scholar 

  5. Creel S, Christianson D, Lilley S, Winnie JA (2007) Predation risk effects reproductive physiology and demography of elk. Science 315(5814):960–960

    Article  Google Scholar 

  6. Creel S, Christianson D (2008) Relationships between direct predation and risk effects. Trends Ecol Evol 23(4):194–201

    Article  Google Scholar 

  7. Wirsing AJ, Ripple W (2010) A comparison of shark and wolf research reveals similar behavioral responses by prey. Front Ecol Environ 9:335–341

    Article  Google Scholar 

  8. Schmitz OJ, Beckerman AP, O’Brien KM (1997) Behaviorally mediated trophic cascades: effects of predation risk on food web interactions. Ecology 78:1388–1399

    Article  Google Scholar 

  9. Sheriff MJ, Krebs CJ, Boonstra R (2009) The sensitive hare: sublethal effects of predator stress on reproduction in snowshoe hares. J Anim Ecol 78:1249–1258

    Article  Google Scholar 

  10. Elliott KH, Betini GS, Norris DR (2010) Experimental evidence for within- and cross-seasona effects of fear on survival and reproduction. J Anim Ecol 2016(85):507–515

    Google Scholar 

  11. Creel S, Winnie JA, Christianson D (2009) Glucocorticoid stress hormones and the effect of predation risk on elk reproduction. Proc Natl Acad Sci USA 106:12388–12393

    Article  Google Scholar 

  12. Mooring MS, Fitzpatrick TA, Nishihira TT, Reisig DD (2004) Vigilance, predation risk, and the Allee effect in desert bighorn sheep. J Wildl Manag 68:519–532

    Article  Google Scholar 

  13. Tener JS (1965) Muskoxen. Queen’s Printer, Ottawa

    Google Scholar 

  14. Ivlev VS (1961) Experimental ecology of the feeding of fishes. Yale University Press, New Haven

    Google Scholar 

  15. Sokol W, Howell JA (1981) Kinetics of phenol oxidation by washed cells. Biotechnol Bioeng 23:2039–2049

    Article  Google Scholar 

  16. Podlubny I (1999) Fractional differential equations. Academic Press, San Diego

    MATH  Google Scholar 

  17. Djordjevic VD, Jaric J, Fabry B (2003) Ann Biomed Eng 31:692. https://doi.org/10.1114/1.1574026

    Article  Google Scholar 

  18. Ahmed E, El-Sayed A, El-Saka H (2007) Equilibrium points, stability and numerical solutions of fractional-order predator-prey and rabies models. J Math Anal Appl 325:542-1-7553

    Article  MathSciNet  Google Scholar 

  19. Deshpande AS, Daftardar-Gejji V, Sukale YV (2017) On Hopf bifurcational dynamical systems. Chaos Solut Fractals 98:189–198

    Article  Google Scholar 

  20. Li X, Wu R (2014) Hopf bifurcation analysis of a new commensurate fractional-order hyper chaotic system. Nonlinear Dyn 78(1):279–288

    Article  Google Scholar 

  21. Das M, Maity A, Samanta GP (2018) Stability analysis of a prey-predator fractional order model incorporating prey refuge. Ecol Genet Genom 7:33–46

    Google Scholar 

  22. Atangana A, Secer A (2013) A note on fractional order derivatives and table of fractional derivatives of some special functions. Abstr Appl Anal 2013:8. https://doi.org/10.1155/2013/279681

    Article  MathSciNet  MATH  Google Scholar 

  23. Li HL, Zhang L, Hu C, Jiang YL, Teng Z (2016) Dynamical analysis of a fractional-order predator-prey model incorporating a prey refuge. J Appl Math Comput 54(1–2):435–449. https://doi.org/10.1007/s12190-016-1017-8

    Article  MathSciNet  MATH  Google Scholar 

  24. Wang X, Zanette L, Zou XM (2016) the fear effect in predator-prey interactions. J Math Biol 73:1179–1204

    Article  MathSciNet  Google Scholar 

  25. Zhang H, Fu S, Wang W (2019) Impact of the fear effect in a prey-predator model incorporating a prey refuge. Appl Math Comput 356:328–337. https://doi.org/10.1016/j.amc.2019.03.034

    Article  MathSciNet  MATH  Google Scholar 

  26. Dokoumetzidis A, Magin R, Macheras P (2010) A commentary on fractionalization of multi-compartmental models. J Pharmacokinet Pharmacodyn 37:203–207. https://doi.org/10.1007/s10928-010-9153-5 discussion 217

    Article  Google Scholar 

  27. Petras I (2011) Fractional-order nonlinear systems: modeling aanlysis and simulation. Higher Education Press, Beijing

    Book  Google Scholar 

  28. Odibat Z, Shawagfeh N (2007) Generalized Taylors formula. Appl Math Comput 186:286-1-7293

    MathSciNet  MATH  Google Scholar 

  29. Liang S, Wu R, Chen L (2015) Laplace transform of fractional order differential equations. Electron J Differ Equ 139:1

    MathSciNet  MATH  Google Scholar 

  30. Kexue L, Jigen P (2011) Laplace transform and fractional differential equations. Appl Math Lett 24(12):2019–2023

    Article  MathSciNet  Google Scholar 

  31. Li Y, Chen YQ, Podlubny I (2009) Mittag-Leffler stability of fractional order non linear dynamic systems. Automatica 45:1965–1969

    Article  MathSciNet  Google Scholar 

  32. Lyapunov AM (1892) The general problem of the stability of motion. Kharkov Mathematical Society, Kharkov

    Google Scholar 

  33. Klimek M, Błasik M (2012) Existence and uniqueness of solution for a class of nonlinear sequential differential equations of fractional order. Centr Eur J Math 10:1981–1994

    MathSciNet  MATH  Google Scholar 

  34. Haubold HJ, Mathai AM, Saxena RK (2011) Mittag-Leffler functions and their applications. J Appl Math 298628. arXiv:0909.0230 [math.CA]

  35. Mainardi F (2014) On some properties of the Mittag-Leffler function \( E_{\alpha,1}(-\eta t^{\varepsilon })\), completely monotone for \(t > 0\) with \(0 < \varepsilon < 1\). Discrete Contin Dyn Syst Ser B 19(7):2267–2278. https://doi.org/10.3934/dcdsb.2014.19.2267

    Article  MathSciNet  MATH  Google Scholar 

  36. Choi SK, Kang B, Koo N (2014) Stability for caputo fractional differential systems. Abstr Appl Anal. https://doi.org/10.1155/2014/631419

    Article  MathSciNet  MATH  Google Scholar 

  37. Diethelm K, Ford NJ, Freed AD (2002) A predictor-corrector approach for the numerical solution of fractional differential equations. Nonlinear Dyn 29:3–22

    Article  MathSciNet  Google Scholar 

  38. Diethelm K (2003) Efficient solution of multi-term fractional differential equations using P(EC)mE methods. Computing 71(4):305–319

    Article  MathSciNet  Google Scholar 

  39. Garrappa R (2010) On linear stability of predictor-corrector algorithms for fractional differential equations. Int J Comput Math 87(10):2281–2290

    Article  MathSciNet  Google Scholar 

  40. Leonov GA, Kuznetsov NV (2007) Time-Varying Linearization and the Perron effects. Int J Bifurc Chaos 17(4):1079–1107

    Article  MathSciNet  Google Scholar 

  41. Andrews JF (1968) A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates. Biotechnol Bioeng 10:707–723

    Article  Google Scholar 

  42. Das S (2007) Functional fractional calculus for system identification and controls. Springer, Berlin

    Google Scholar 

  43. Delavari H, Baleanu D, Sadati J (2012) Stability analysis of Caputo fractional-order non linear system revisited. Non linear Dyn 67:2433–2439

    Article  Google Scholar 

  44. Hilfer R (ed) (2000) Applications of fractional calculus in physics. World Scientific Publishing Co., Inc, River Edge

  45. Kilbas A, Srivastava H, Trujillo J (2006) Theory and application of fractional differential equations. Elsevier, New York

    MATH  Google Scholar 

  46. Miller KS, Ross B (1993) An introduction to the fractional calculus and fractional differential equations. Wiley, New York

    MATH  Google Scholar 

  47. Sabatier J, Agrawal OP, Tenreiro Machado JA (2007) Advances in fractional calculus: theoretical developments and applications in physics and engineering. Springer, Berlin

    Book  Google Scholar 

  48. Simon T (2015) Mittag-Leffler functions and complete monotonicity. Integral Transforms Spec Funct 26(1):36–50

    Article  MathSciNet  Google Scholar 

  49. Stamova I, Stamov G (2017) Functional and impulsive differential equations of fractional order: qualitative analysis and applications

Download references

Acknowledgements

The authors are grateful to the anonymous referees, Prof. Jian-Qiao Sun (Editor-in-Chief) for their careful reading, valuable comments and helpful suggestions, which have helped them to improve the presentation of this work significantly.

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Correspondence to G. P. Samanta.

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Das, M., Samanta, G.P. A prey-predator fractional order model with fear effect and group defense. Int. J. Dynam. Control 9, 334–349 (2021). https://doi.org/10.1007/s40435-020-00626-x

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  • DOI: https://doi.org/10.1007/s40435-020-00626-x

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