An efficient numerical scheme for solving a competitive Lotka-Volterra system with two discrete delays

Document Type : Research Paper

Authors

1 Department of Mathematics, Faculty of Science, Muğla Sıtkı Koçman University, Muğla, Turkey.

2 Elementary Mathematics Education Program, Faculty of Education, Muğla Sıtkı Koçman University, Muğla, Turkey.

Abstract

In this study, the Euler series solution method is developed to solve the Lotka–Volterra predator-prey model with two discrete delays. The improved method depends on a matrix-collocation method and Euler polynomials. While creating the method, all terms in the system are converted into matrix forms. Hence, the fundamental matrix equation of the system is obtained. A nonlinear algebraic equation system is achieved by inserting the collocation points into the fundamental system. Then, the unknown coefficients that arise from the Euler series expansion are calculated by solving the final system. Two different error estimation procedures are used to estimate the error of the approximation; the first one is the residual correction procedure, and the second one is a technique similar to RK45. In numerical examples, the variations in the population of both species are presented by figures regarding time. Also, the method’s validity is checked by using residual error analysis.

Keywords

Main Subjects


  • [1] A. S. Bataineh, A. A. Al-omari, O. R. Isik, and I. Hashim, Multistage Bernstein collocation method for solving strongly nonlinear damped systems, Journal of Vibration and Control, 25(1) (2019), 122–131.
  • [2] E. Beretta and Y. Kuang, Convergence Results in a Well-Known Delayed Predator-Prey System, Journal of Mathematical Analysis and Applications, 204 (1996), 840–853.
  • [3] L. Berezansky and E. Braverman, Exponential stability for a system of second and first order delay differential equations, Applied Mathematics Letters, 132 (2022), Article ID: 108127.
  • [4] S. Davaeifar and J. Rashidinia, Solution of a system of delay differential equations of multi-pantograph type, J Taibah Univ Sci, 11 (2017), 1141–1157.
  • [5] R. H. Fabiano and C. Payne, Spline approximation for systems of linear neutral delay-differential equations, Applied Mathematics and Computation, 338 (2018), 789-808.
  • [6] T. Faria, Stability and bifurcation for a delayed predator–prey model and the effect of diffusion, Journal of Mathematical Analysis and Applications, 254(2) (2001), 433–463.
  • [7] T. Faria, Periodic solutions for a non-monotone family of delayed differential equations with applications to Nicholson systems, Journal of Differential Equations, 263(1) (2017), 509-533.
  • [8] H. I. Freedman and V. S. H. Rao, Stability Criteria for a System Involving Two Time Delays, SIAM Journal on Applied Mathematics, 46(4) (1986), 552–560.
  • [9] H. I. Freedman and S. Ruan, Uniform persistence in functional differential equations, Journal of Differential Equations, 115 (1995), 173–192.
  • [10] P. Getto and M. Waurick, A differential equation with state-dependent delay from cell population biology, Journal of Differential Equations, 260(7) (2016), 6176-6200.
  • [11] E. Gökmen, O.R. Işık, and M. Sezer, Taylor collocation approach for delayed Lotka–Volterra predator–prey system, Applied Mathematics and Computation, 268 (2015), 671–684.
  • [12] O. K. Kurkcu, E. Aslan, M. Sezer, and O. Ilhan, A Numerical Approach Technique for Solving Generalized Delay Integro-Differential Equations with Functional Bounds by Means of Dickson Polynomials, International Journal of Comput. Methods, 15(5) (2018), Article ID:1850039.
  • [13] A. J. Lotka, Analytical note on certain rhythmic relations in organic systems, Proc Natl Acad Sci USA, 6(7) (1920), 410–415.
  • [14] M. Taghipour and H. Aminikhah, Application of Pell collocation method for solving the general form of time fractional Burgers equations, Mathematical Science, 17 (2023), 183-201.
  • [15] V. Volterra, Fluctuations in the abundance of a species considered mathematically, Nature, 118 (1926), 558–560.
  • [16] X. P. Yan and Y. D. Chu, Stability and bifurcation analysis for a delayed Lotka–Volterra predator–prey system, Journal of Computational and Applied Mathematics, 196 (2006), 198–210.
  • [17] S. Yuzbasi, An operational matrix method to solve the Lotka–Volterra predator–prey models with discrete delays, Chaos Soliton Fract, 153 (2021), Article ID: 111482.
  • [18] C. H. Zhang, X. P. Yan, and G. H. Cui, Hopf bifurcations in a predator-prey system with a discrete delay and a distributed delay, Nonlinear Analysis: Real World Applications, 11 (2010), 4141–4153.