Abstract
Generalist predators consist an important component of an ecosystem which may act as a biocontrol agent and influence the dynamics significantly. In this paper, we have studied the effect of delayed logistic growth of the prey species with group defence behaviour. The Lyapunov stability criteria for the interior equilibrium point is derived. Also, the condition of Hopf bifurcation and the point of bifurcation are obtained. The length of the delay is also estimated for the system to preserve stability. Numerical simulations are performed and illustrated to support the obtained analytical results. Using a feedback control mechanism, the stability of the unstable equilibrium point is restored. Latin hypercube sampling/partial rank correlation coefficient (LHS/PRCC) sensitivity analysis, which is an efficient tool often employed in uncertainty analysis, is used to explore the entire parameter space of a model.
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References
R.G. Van Driesche, R.I. Carruthers, T. Center, M.S. Hoddle, J. Hough-Goldstein, L. Morin, R.D. Van Klinken, Classical biological control for the protection of natural ecosystems. Biol. Control 54, S2–S33 (2010)
C.E. Causton, Dossier on Rodolia cardinalis Mulsant (Coccinellidae: Cocinellinae), a potential biological control agent for the cottony cushion scale, Icerya purchasi Maskell (Margarodidae) (Charles Darwin Research Station, Galápagos Islands, 2001)
W.O.C. Symondson, K.D. Sunderland, M.H. Greenstone, Can generalist predators be effective biocontrol agents? Annu. Rev. Entomol. 47(1), 561–594 (2002)
C.S. Holling, The components of predation as revealed by a study of small-mammal predation of the European pine sawfly (1959)
J.R. Beddington, Mutual interference between parasites or predators and its effect on searching efficiency. J. Animal Ecol. 44, 331–340 (1975)
D.L. DeAngelis, R.A. Goldstein, R.V. O’Neill, A model for trophic interaction. Ecology 56, 881–892 (1975)
R. Arditi, L.R. Ginzburg, Coupling in predator-prey dynamics: ratio-dependence. J. Theor. Biol. 139(3), 311–326 (1989)
M.P. Hassell, G.C. Varley, New inductive population model for insect parasites and its bearing on biological control. Nature 223(5211), 1133–1137 (1969)
X. Tian, R. Xu, Global dynamics of a predator-prey system with Holling type II functional response. Nonlinear Anal. Model. Control 16(2), 242–253 (2011)
H. Liu, K. Zhang, Y. Ye, Y. Wei, M. Ma, Dynamic complexity and bifurcation analysis of a host-parasitoid model with Allee effect and Holling type III functional response. Adv. Differ. Equ. 2019(1), 1–20 (2019)
T.T. Li, F.D. Chen, J.H. Chen, Q.X. Lin, Stability of a stage-structured plant-pollinator mutualism model with the Beddington-DeAngelis functional response. Nonlinear Funct. Anal., 2017 (2017)
S. Gakkhar, Chaos in three species ratio dependent food chain. Chaos Solitons Fract. 14(5), 771–778 (2002)
C. C. Ioannou, Grouping and predation. Encycl. Evolut. Psychol. Sci. 1-6 (2017)
C. Cosner, D.L. DeAngelis, J.S. Ault, D.B. Olson, Effects of spatial grouping on the functional response of predators. Theor. Popul. Biol. 56(1), 65–75 (1999)
J.S. Tener, Muskoxen in Canada: A biological and taxonomic review (Queens Printer, Ottawa, 1965)
P. Davidowicz, Z.M. Gliwicz, R.D. Gulati, Can Daphnia prevent a blue-green algal bloom in hypertrophic lakes? Limnologica 19(2), 21–26 (1988)
J.C. Holmes, W.M. Bethel, Modification of intermediate host behaviour by parasites. Suppl. I Zool. J. Linnean Soc. 51, 123–149 (1972)
J.F. Andrews, A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates. Biotechnol. Bioeng. 10(6), 707–723 (1968)
V.H. Edwards, The influence of high substrate concentrations on microbial kinetics. Biotechnol. Bioeng. 12(5), 679–712 (1970)
B. Boon, H. Laudelout, Kinetics of nitrite oxidation by Nitrobacter winogradskyi. Biochem. J. 85(3), 440–447 (1962)
V. Ajraldi, M. Pittavino, E. Venturino, Modeling herd behavior in population systems. Nonlinear Anal. Real World Appl. 12(4), 2319–2338 (2011)
P.A. Braza, Predator-prey dynamics with square root functional responses. Nonlinear Anal. Real World Appl. 13(4), 1837–1843 (2012)
S. Djilali, Impact of prey herd shape on the predator-prey interaction. Chaos Solitons Fract. 120, 139–148 (2019)
S.A.H. Geritz, M. Gyllenberg, Group defence and the predators functional response. J. Math. Biol. 66(4), 705–717 (2013)
V. Kumar, N. Kumari, Bifurcation study and pattern formation analysis of a tritrophic food chain model with group defense and Ivlev-like nonmonotonic functional response. Chaos Solitons Fract. 147, 110964 (2021)
W. Sokol, J.A. Howell, Kinetics of phenol oxidation by washed cells. Biotechnol. Bioeng. 23(9), 2039–2049 (1981)
K. Gopalsamy, Stability and Oscillations in Delay Differential Equations of Population Dynamics (Vol. 74) (Springer, New York, 1992)
D. Ding, X. Qian, W. Hu, N. Wang, D. Liang, Chaos and Hopf bifurcation control in a fractional-order memristor-based chaotic system with time delay. Eur. Phys. J. Plus 132(11), 1–12 (2017)
A.C. Fowler, An asymptotic analysis of the delayed logistic equation when the delay is large. IMA J. Appl. Math. 28(1), 41–49 (1982)
H. Sun, H. Cao, Bifurcations and chaos of a delayed ecological model. Chaos Solitons Fract. 33(4), 1383–1393 (2007)
R.M. May, Simple mathematical models with very complicated dynamics. Nature 261(5560), 459–467 (1976)
S. Kundu, S. Maitra, Dynamical behaviour of a delayed three species predator-prey model with cooperation among the prey species. Nonlinear Dyn. 92(2), 627–643 (2018)
G.E. Hutchinson, Circular causal systems in ecology. Ann. NY Acad. Sci. 50(4), 221–246 (1948)
R.K. Upadhyay, R. Agrawal, Dynamics and responses of a predator-prey system with competitive interference and time delay. Nonlinear Dyn. 83(1), 821–837 (2016)
J.D. Murray, Mathematical Biology I. An Introduction (Vol. 17) (Springer, New York, 2002)
H.Y. Alfifi, Stability and Hopf bifurcation analysis for the diffusive delay logistic population model with spatially heterogeneous environment. Appl. Math. Comput. 408, 126362 (2021)
National Geograpic. https://www.nationalgeographic.org/encyclopedia/generalist-and-specialist-species/
D. Xiao, S. Ruan, Global analysis in a predator-prey system with nonmonotonic functional response. SIAM J. Appl. Math. 61(4), 1445–1472 (2001)
P.H. Leslie, Some further notes on the use of matrices in population mathematics. Biometrika 35(3/4), 213–245 (1948)
M.A. Aziz-Alaoui, M.D. Okiye, Boundedness and global stability for a predator-prey model with modified Leslie-Gower and Holling-type II schemes. Appl. Math. Lett. 16(7), 1069–1075 (2003)
S. Batabyal, D. Jana, J. Lyu, R.D. Parshad, Explosive predator and mutualistic preys: A comparative study. Phys. A 541, 123348 (2020)
J. M. Morales-Saldaña, K. B. Herman, P. A. Mejía-Falla, A. F. Navia, E. Areano, C. G. A. Castillo, M. Espinoza, A. Cevallos, A. G. Pestana, A. González, J. C. Pérez-Jiménez, X. Velez-Zuazo, P. Charvet, P. M. Kyne, Eastern Pacific Round Rays, Reference Module in Earth Systems and Environmental Sciences, Elsevier, ISBN 9780124095489. https://doi.org/10.1016/B978-0-12-821139-7.00122-7 (2021)
S. Kundu, S. Maitra, Dynamics of a delayed predator-prey system with stage structure and cooperation for preys. Chaos Solitons Fract. 114, 453–460 (2018)
R. Kaviya, P. Muthukumar, Dynamical analysis and optimal harvesting of conformable fractional prey-predator system with predator immigration. Eur. Phys. J. Plus 136(5), 1–18 (2021)
S. Kundu, S. Maitra, Stability and delay in a three species predator-prey system. In: AIP Conference Proceedings, vol.1751, p. 020004. AIP Publishing (2016)
M.D. McKay, R.J. Beckman, W.J. Conover, A comparison of three methods for selecting values of input variables in the analysis of output from a computer code. Technometrics 21(2), 239–245 (1979)
D.M. Hamby, A review of techniques for parameter sensitivity analysis of environmental models. Environ. Monit. Assess. 32(2), 135–154 (1994)
S. S. Nadim, S. Samanta, N. Pal, I. M. ELmojtaba, I. Mukhopadhyay, J. Chattopadhyay, Impact of predator signals on the stability of a Predator-Prey System: A Z-control approach. Differ. Equ. Dyn. Syst. 1-17 (2018)
C. Loehle, Control theory and the management of ecosystems. J. Appl. Ecol. 43(5), 957–966 (2006)
Y. Zhang, X. Yan, B. Liao, Y. Zhang, Y. Ding, Z-type control of populations for Lotka-Volterra model with exponential convergence. Math. Biosci. 272, 15–23 (2016)
L.H. Erbe, H.I. Freedman, V.S.H. Rao, Three-species food-chain models with mutual interference and time delays. Math. Biosci. 80(1), 57–80 (1986)
M. Bandyopadhyay, S. Banerjee, A stage-structured prey-predator model with discrete time delay. Appl. Math. Comput. 182(2), 1385–1398 (2006)
C. Rutz, R.G. Bijlsma, Food-limitation in a generalist predator. Proc. R. Soc. B Biol. Sci. 273(1597), 2069–2076 (2006)
C.C. Jaworski, A. Bompard, L. Genies, E. Amiens-Desneux, N. Desneux, Preference and prey switching in a generalist predator attacking local and invasive alien pests. PLoS ONE 8(12), e82231 (2013)
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We are very much thankful to the anonymous reviewers for their insightful comments and suggestions, which helped us to improve the manuscript considerably and further open doors for future work.
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Patra, R.R., Kundu, S. & Maitra, S. Effect of delay and control on a predator–prey ecosystem with generalist predator and group defence in the prey species. Eur. Phys. J. Plus 137, 28 (2022). https://doi.org/10.1140/epjp/s13360-021-02225-x
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DOI: https://doi.org/10.1140/epjp/s13360-021-02225-x