
(2) * Aymen Lakehal

(3) Soufiane Benyoussef

*corresponding author
AbstractThis study explores a fractional-order (FO) discrete predator prey (PP) system of Leslie type (LT) by incorporating fractional differences in the Caputo-Fabrizio-Riemann (CFR) sense. We rigorously establish the existence and uniqueness of solutions and provide a comprehensive stability analysis. A novel numerical scheme is developed to approximate the system’s dynamics, yielding deeper insights into PP interactions under FO effects. Furthermore, we validate our theoretical findings using numerical simulations, which confirm the robustness and accuracy of the proposed model. The results underline the significance of fractional calculus (FC) in ecological modeling and pave the way for future investigations in population dynamics.
KeywordsFractional Calculus; Predator–Prey Model; Discrete Dynamical Systems; Riemann–Liouville Difference; Stability Analysis; Numerical Approximation; Ecological Modeling
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DOIhttps://doi.org/10.31763/ijrcs.v5i2.1864 |
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References
[1] J. D. Murray, Mathematical Biology, Springer Science & Business Media, 2002, https://books.google.co.id/books?id=fZYMBwAAQBAJ&hl=id&source=gbs_navlinks_s.
[2] J. H. Brown, T. G. Whitham, S. K. Morgan Ernest, and C. A. Gehring, “Complex species interactions and the dynamics of ecological systems: long-term experiments,†Science, vol. 293, no. 5530, pp. 643–650, 2001, https://doi.org/10.1126/science.293.5530.643.
[3] M. Ghergu and V. D. Rădulescu, “Reaction-Diffusion Systems Arising in Chemistry,†in Nonlinear PDEs: Mathematical Models in Biology, Chemistry and Population Genetics, pp. 287–335, 2012, https://doi.org/10.1007/978-3-642-22664-9_9.
[4] S. Soh, M. Byrska, K. Kandere-Grzybowska, and B. A. Grzybowski, “Reaction-diffusion systems in intracellular molecular transport and control,†Angewandte Chemie International Edition, vol. 49, no. 25, pp. 4170–4198, 2020, https://doi.org/10.1002/anie.200905513.
[5] E. Crampin and P. Maini, “Reaction-diffusion models for biological pattern formation,†in Mathematical Models for Biological Pattern Formation, 2001, https://ora.ox.ac.uk/objects/uuid:3daf24d1-96a6-4359-92a2-ba1078a3d134.
[6] Y. Kao, C. Wang, H. Xia, and Y. Cao, Analysis and Control for Fractional-order Systems, Springer, 2024, https://doi.org/10.1007/978-981-99-6054-5.
[7] P. H. Leslie, “On the use of matrices in certain population mathematics,†Biometrika, vol. 33, no. 3, pp. 183–212, 1945, https://doi.org/10.2307/2332297.
[8] M. Yavuz and N. Özdemir, Fractional Calculus: New Applications in Understanding Nonlinear Phenomena, Bentham Science Publishers, 2020, https://books.google.co.id/books?id=FOqmEAAAQBAJ&hl=id&source=gbs_navlinks_s.
[9] D. Baleanu, K. Diethelm, E. Scalas and J. J. Trujillo, Fractional Calculus: Models and Numerical Methods, World Scientific, 2012, https://books.google.co.id/books?id=NhS7CgAAQBAJ&hl=id&source=gbs_navlinks_s.
[10] L. C. de Barros et al., “The memory effect on fractional calculus: an application in the spread of COVID-19,†Computational and Applied Mathematics, vol. 40, no. 72, 2021, https://doi.org/10.1007/s40314-021-01456-z.
[11] B. Ghanbari and C. Cattani, “On fractional predator and prey models with mutualistic predation including non-local and nonsingular kernels,†Chaos, Solitons & Fractals, vol. 136, p. 109823, 2020, https://doi.org/10.1016/j.chaos.2020.109823.
[12] A. Deshpande and V. D. Geji, “Chaos in discrete fractional difference equations,†Pramana, vol. 87, no. 49, 2016, https://doi.org/10.1007/s12043-016-1231-9.
[13] B. Ghanbari, “On approximate solutions for a fractional prey–predator model involving the Atan-gana–Baleanu derivative,†Advances in Difference Equations, vol. 2020, no. 679, 2020, https://doi.org/10.1186/s13662-020-03140-8.
[14] V. E. Tarasov, “Predator-prey models with memory and kicks: Exact solution and discrete maps with memory,†John Wiley & Sons, vol. 44, no. 14, pp. 11514–11525, 2021, https://doi.org/10.1002/mma.7510.
[15] I. Bendib et al., “On a new version of Grierer-Meinhardt model using fractional discrete calculus,†Results in Nonlinear Analysis, vol. 7, no. 2, pp. 1–15, 2024, https://doi.org/10.31838/rna/2024.07.02.001.
[16] S. Momani et al., “On finite-time stability of some COVID-19 models using fractional discrete calculus,†Computer Methods and Programs in Biomedicine Update, vol. 7, p. 100188, 2025, https://doi.org/10.1016/j.cmpbup.2025.100188.
[17] S. Momani, M. Iqbal, S. Mohammad, I. Bendib, A. Ouannas, and N. Anakira, “Fractional-order SEIR model for COVID-19: Finite-time stability analysis and numerical validation,†International Journal of Neutrosophic Science, 2025, https://doi.org/10.54216/IJNS.260123.
[18] S. Momani et al., “Examining finite-time behaviors in the fractional Gray-Scott model: Stability, synchronization, and simulation analysis,†International Journal of Cognitive Computing in Engineering, pp. 1–24, 2025, https://doi.org/10.1016/j.ijcce.2025.02.004.
[19] I. M. Batiha, I. Bendib, A. Ouannas, I. H. Jebril, S. Alkhazaleh, and S. Momani, “On new results of stability and synchronization in finite-time for FitzHugh–Nagumo model using Gronwall inequality and Lyapunov function,†Journal of Robotics and Control (JRC), vol. 5, no. 6, pp. 1897–1909, 2024, https://doi.org/10.18196/jrc.v5i6.23211.
[20] O. A. Almatroud, I. Bendib, A. Hioual, and A. Ouannas, “On stability of a reaction diffusion system described by difference equations,†Journal of Difference Equations and Applications, vol. 30, no. 6, pp. 706–720, 2024, https://doi.org/10.1080/10236198.2024.2322728.
[21] I. M. Batiha et al., “Finite-time dynamics of the fractional-order epidemic model: Stability, synchronization, and simulations,†Chaos, Solitons & Fractals, vol. 13, p. 100118, 2024, https://doi.org/10.1016/j.csfx.2024.100118.
[22] B. Jin, Fractional Differential Equations, Spring Cham, 2021, https://doi.org/10.1007/978-3-030-76043-4.
[23] K. Diethelm and N. J. Ford, “Analysis of Fractional Differential Equations,†Journal of Mathematical Analysis and Applications, vol. 265, no. 2, pp. 229–248, 2002, https://doi.org/10.1006/jmaa.2000.7194.
[24] J. F. Gómez, L. Torres, and R. F. Escobar, Fractional Derivatives with Mittag-Leffler Kernel, Spring Cham, 2019, https://doi.org/10.1007/978-3-030-11662-0.
[25] G. C. Wu, T. T. Song, and S. Wang, “Caputo–Hadamard fractional differential equations on time scales: Numerical scheme, asymptotic stability, and chaos,†Chaos and Interdisciplinary Journal of Nonlinear Science, vol. 32, no. 9, 2022, https://doi.org/10.1063/5.0098375.
[26] Z. Wu et al., “Pattern formation in a fractional-order reaction-diffusion predator-prey model with Holling-III functional response,†Advances in Continuos and Discret Models, no. 29, 2025, https://doi.org/10.1186/s13662-025-03891-2.
[27] H. R. Pandey, G. R. Phaijoo and D. B. Gurung, “Fractional-Order Dengue Disease Epidemic Model in Nepal,†International Journal of Applied and Computational Mathematics, vol. 8, no. 259, 2022, https://doi.org/10.1007/s40819-022-01459-2.
[28] P. Kumar et al., “A delayed plant disease model with Caputo fractional derivatives,†Advances in Continuous and Discrete Models, vol. 2022, no. 11, 2022, https://doi.org/10.1186/s13662-022-03684-x.
[29] A. Ouannas et al., Fractional Discrete Dynamical Systems: A Review of Recent Advances and Applications, Word Scientific, 2023, https://books.google.co.id/books?id=cGOzEAAAQBAJ&hl=id&source=gbs_navlinks_s.
[30] B. Ghanbari, “On approximate solutions for a fractional prey–predator model involving the Atan-gana–Baleanu derivative,†Advances in Difference Equations, vol. 2020, no. 679, 2020, https://doi.org/10.1186/s13662-020-03140-8.
[31] R. Saadeh et al., “The Fractional Discrete Predator–Prey Model: Chaos, Control and Synchronization,†Fractal and Fractional, vol. 7, no. 2, p. 120, 2023, https://doi.org/10.3390/fractalfract7020120.
[32] W. S. N. S. W. Samperisam et al., “Innovative Mathematical Modelling in Predator-Prey Dynamics: A Systematic Review,†Journal of Mathematicals Sciences and Informatics, vol. 4, no. 2, 2024, https://doi.org/10.46754/jmsi.2024.10.006.
[33] M. Mahmoudi and Z. Eskandari, “Fractional calculus in ecological systems: Bifurcation analysis and continuation techniques for discrete Lotka–Volterra models,†Early View, 2024, https://doi.org/10.1002/mma.10603.
[34] A. Kumar, D. Bahuguna and S. Kumar, “Complex dynamic behaviour on fractional predator–prey model of mathematical ecology,†Journal of Applied Mathematics and Computing, vol. 70, pp. 5319–5357, 2024, https://doi.org/10.1007/s12190-024-02171-8.
[35] B. Ghanbari, “On approximate solutions for a fractional prey–predator model involving the Atan-gana–Baleanu derivative,†Advances in Difference Equations, vol. 2020, no. 679, 2020, https://doi.org/10.1186/s13662-020-03140-8.
[36] Md. J. Uddin and S. Md. S. Rana, “Qualitative Analysis of the Discretization of a Continuous Fractional Order Prey-Predator Model with the Effects of Harvesting and Immigration in the Population,†Complexity, 2024, https://doi.org/10.1155/2024/8855142.
[37] M. S. Khan et al., “A Discrete-Time Modified Leslie-Gower Model with Double Allee Effect and Its Stability and Bifurcation Analysis,†Utilitas Mathematica, vol. 119, pp. 117–133, 2023, https://doi.org/10.61091/um119-10.
[38] K. A. Oliveira and J. M. Berbert, “Crossover in spreading behavior due to memory in population dynamics,†Mathematical Biosciences, vol. 324, p. 108346, 2020, https://doi.org/10.1016/j.mbs.2020.108346.
[39] D. Baffet and J. S. Hesthaven, “A Kernel Compression Scheme for Fractional Differential Equations,†SIAM Journal on Numerical Analysis, vol. 55, no. 2, 2017, https://doi.org/10.1137/15M1043960.
[40] R. L. Magin, “Fractional calculus models of complex dynamics in biological tissues,†Computers & Mathematics with Applications, vol. 59, no. 5, pp. 1586–1593, 2010, https://doi.org/10.1016/j.camwa.2009.08.039.
[41] A. E. Matouk and A. A. Elsadany, “Dynamical analysis, stabilization and discretization of a chaotic fractional-order GLV model,†Nonlinear Dynamics, vol. 85, pp. 1597–1612, 2016, https://doi.org/10.1007/s11071-016-2781-6.
[42] S. Guo et al., “The improved fractional sub-equation method and its applications to the space–time fractional differential equations in fluid mechanics,†Physics Letters A, vol. 376, no. 4, pp. 407–411, 2012, https://doi.org/10.1016/j.physleta.2011.10.056.
[43] K. Owolabi and E. Pindza, “Mathematical and computational studies of fractional reaction–diffusion system modelling predator–prey interactions,†Journal of Numerical Mathematics, vol. 26, no. 2, pp. 97–110, 2018, https://doi.org/10.1515/jnma-2016-1044.
[44] R. Saadeh et al., “The Fractional Discrete Predator–Prey Model: Chaos, Control and Synchronization,†fractal and fractional, vol. 7, no. 2, p. 120, 2023, https://doi.org/10.3390/fractalfract7020120.
[45] U. Ghosh et al., “Memory effect on Bazykin’s prey-predator model: Stability and bifurcation analysis,†Chaos, Solitons & Fractals, vol. 143, p. 110531, 2021, https://doi.org/10.1016/j.chaos.2020.110531.
[46] A. Abdalla, “Recent Advances in Fractional Calculus for Discrete Dynamical Systems in Ecology,†Non-linear Analysis: Real World Applications, 2023, https://doi.org/10.1016/j.nonrwa.2023.103708.
[47] P. O. Mohammed, T. Abdeljawad, and F. K. Hamasalh, “On Discrete Delta Caputo–Fabrizio Fractional Operators and Monotonicity Analysis,†Fractal Fractional, vol. 5, no. 116, 2021, https://doi.org/10.3390/fractalfract5030116.
[48] T. Abdeljawad, “On Riemann and Caputo fractional differences,†Elsevier Computers & Mathematics with Applications, vol. 62, no. 3, pp. 1602–1611, 2011, https://doi.org/10.1016/j.camwa.2011.03.036.
[49] R. D. Carmichael, Review: Elments of physical biology, The American Mathematical Monthly, vol. 33, no. 8, pp. 426–428, 1926, https://doi.org/10.2307/2298330.
[50] V. Volterra, Fluctuations in the Abundance of a Species considered Mathematically, Nature, 1926, https://doi.org/10.1038/118558a0.
[51] S. Rashid et al., “A study on eco-epidemiological model with fractional operators,†Applied Mathematics and Computation, 2021, https://doi.org/10.1016/j.amc.2021.124999.
[52] S. Kapitza et al., “A fractional land use change model for ecological applications,†Environmental Modelling & Software, vol. 147, p. 105258, 2022, https://doi.org/10.1016/j.envsoft.2021.105258.
[53] L. Zhang et al., “A numerical study of fractional order population dynamics model,†Communications in Nonlinear Science and Numerical Simulation, 2021, https://doi.org/10.1016/j.cnsns.2021.105714.
[54] C. Ionescu et al., “The role of fractional calculus in modeling biological phenomena: A review,†Communications in Nonlinear Science and Numerical Simulation, 2019, https://doi.org/10.1016/j.cnsns.2017.04.005.
[55] C. Dym, Principles of Mathematical Analysis, Elsevier, 2004, https://books.google.co.id/books?id=Au2rrNq9NVEC&hl=id&source=gbs_navlinks_s.
[56] W. F. Trench, “Introduction to Real Analysis,†Faculty Authored and Edited Books & CDs. 7, pp. 1–563, 2013, https://digitalcommons.trinity.edu/cgi/viewcontent.cgi?article=1006&context=mono.
[57] R. P. Agarwal, Difference Equations and Inequalities: Theory, Methods, and Applications, CRC Press, 2000, https://doi.org/10.1201/9780367398941.
[58] B. Liu, B. Xu, G. Zhang, and L. Tong, “Review of Some Control Theory Results on Uniform Stability of Impulsive Systems,†Mathematics, vol. 7, no. 12, p. 1186, 2019, https://doi.org/10.3390/math7121186.
[59] A. S. Hussain, K. D. Pati, A. K. Atiyah, and M. A. Tashtoush, “Rate of Occurrence Estimation in Geometric Processes with Maxwell Distribution: A Comparative Study between Artificial Intelligence and Classical Methods,†International Journal of Advances in Soft Computing and its Application, vol. 17, no. 1, pp. 1–15, 2025, https://doi.org/10.15849/IJASCA.250330.01.
[60] M. Berir, “Analysis of the Effect of White Noise on the Halvorsen System of Variable-Order Fractional Derivatives Using a Novel Numerical Method,†International Journal of Advances in Soft Computing and its Application, vol. 16, no. 3, pp. 294–306, 2024, https://doi.org/10.15849/IJASCA.241130.16.
[61] P. Singh, N. Zade, P. Priyadarshi, and A. Gupte, “The Application of Machine Learning and Deep Learning Techniques for Global Energy Utilization Projection for Ecologically Responsible Energy Management,†International Journal of Advances in Soft Computing and its Application, vol. 17, no. 1, pp. 49–66, 2025, https://doi.org/10.15849/IJASCA.250330.04.
[62] E. A. Mohammed and A. Lakizadeh, “Benchmarking Vision Transformers for Satellite Image Classification based on Data Augmentation Techniques,†International Journal of Advances in Soft Computing and its Application, vol. 17, no. 1, pp. 98–114, 2025, https://doi.org/10.15849/IJASCA.250330.06.
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