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Spatial Movement with Distributed Memory and Maturation Delay

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Abstract

Distributed memory reflects the phenomenon that memory can decay over time. In this paper, we are concerned with the joint effect of distributed memory and maturation delay on spatiotemporal dynamics of the model that illustrates spatial movement of animals. Without maturation delay, distributed memory with weak temporal kernel gives rise to Turing and double Turing bifurcations and there is no Hopf bifurcation. When maturation delay exists, it has been shown that the joint effect of distributed memory and maturation delay can lead to rich dynamics due to the occurrence of double Hopf, Turing–Hopf, codimension 3 and codimension 4 bifurcations. The Wright–Hutchinson equation and its modification are employed to illustrate the theoretical results and maturation delay-induced stability switches, spatially inhomogeneous steady states/periodic solutions and quasi-periodic solution are found.

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References

  1. An, Q., Wang, C., Wang, H.: Analysis of a spatial memory model with nonlocal maturation delay and hostile boundary condition. Discrete Contin. Dyn. Syst. 40(10), 5845–5868 (2020)

    Article  MathSciNet  Google Scholar 

  2. Crandall, M., Rabinowitz, P.: Bifurcation from simple eigenvalues. J. Funct. Anal. 8(2), 321–340 (1971)

    Article  MathSciNet  Google Scholar 

  3. Fagan, W.F., Lewis, M.A., Auger-Méthé, M., Avgar, T.: Spatial memory and animal movement. Ecol. Lett. 16(10), 1316–1329 (2013)

    Article  Google Scholar 

  4. Gourley, S.A., So, J.W.H.: Dynamics of a food-limited population model incorporating nonlocal delays on a finite domain. J. Math. Biol. 44(1), 49–78 (2002)

    Article  MathSciNet  Google Scholar 

  5. Hu, R., Yuan, Y.: Stability and Hopf bifurcation analysis for Nicholson’s blowflies equation with non-local delay. Eur. J. Appl. Math. 23(6), 777–796 (2012)

    Article  MathSciNet  Google Scholar 

  6. Liang, D., So, J.W.-H., Zhang, F., Zou, X.: Population dynamic models with nonlocal delay on bounded domains and their numerical computations. Differ. Equ. Dynam. Syst. 11(1–2), 117–139 (2003)

    MathSciNet  Google Scholar 

  7. Lunardi, A.: Analytic Semigroups and Optimal Regularity in Parabolic Problems. Progress in Nonlinear Differential Equations and Their Applications. Birkhäuser Verlag, Basel (1995)

    Google Scholar 

  8. Shi, J., Wang, C., Wang, H.: Diffusive spatial movement with memory and maturation delays. Nonlinearity 32(9), 3188–3208 (2019)

    Article  MathSciNet  Google Scholar 

  9. Shi, J., Wang, C., Wang, H.: Spatial movement with diffusion and memory-based self-diffusion and cross-diffusion. J. Differ. Equ. 305, 242–269 (2021)

    Article  MathSciNet  Google Scholar 

  10. Shi, J., Wang, C., Wang, H., Yan, X.: Diffusive spatial movement with memory. J. Dynam. Differ. Equ. 32(2), 979–1002 (2020)

    Article  MathSciNet  Google Scholar 

  11. Shi, J., Wang, X.: On global bifurcation for quasilinear elliptic systems on bounded domains. J. Differ. Equ. 246(7), 2788–2812 (2009)

    Article  MathSciNet  Google Scholar 

  12. Shi, Q., Shi, J., Wang, H.: Spatial movement with distributed memory. J. Math. Biol. 82(4), 33 (2021)

    Article  MathSciNet  Google Scholar 

  13. Shi, Q., Song, Y.: Spaital movement with nonlocal memory. Discrete Contin. Dyn. Syst. Ser. B 28(11), 5580–5596 (2023)

  14. Song, Y., Peng, Y., Zhang, T.: The spatially inhomogeneous Hopf bifurcation induced by memory delay in a memory-based diffusion system. J. Differ. Equ. 300, 597–624 (2021)

    Article  MathSciNet  Google Scholar 

  15. Song, Y., Shi, J., Wang, H.: Spatiotemporal dynamics of a diffusive consumer-resource model with explicit spatial memory. Stud. Appl. Math. 148(1), 373–395 (2022)

    Article  MathSciNet  Google Scholar 

  16. Song, Y., Wang, H., Wang, J.: Cognitive consumer-resource spatiotemporal dynamics with nonlocal perception. J. Nonlinear Sci. 34(1), 19 (2024)

  17. Song, Y., Wu, S., Wang, H.: Spatiotemporal dynamics in the single population model with memory-based diffusion and nonlocal effect. J. Differ. Equ. 267(11), 6316–6351 (2019)

    Article  MathSciNet  Google Scholar 

  18. Song, Y., Wu, S., Wang, H.: Memory-based movement with spatiotemporal distributed delays in diffusion and reaction. Appl. Math. Comput. 404, 126254 (2021)

    MathSciNet  Google Scholar 

  19. Su, Y., Zou, X.: Transient oscillatory patterns in the diffusive non-local blowfly equation with delay under the zero-flux boundary condition. Nonlinearity 27(1), 87–104 (2014)

    Article  MathSciNet  Google Scholar 

  20. Wang, C., Yuan, S., Wang, H.: Spatiotemporal patterns of a diffusive prey-predator model with spatial memory and pregnancy period in an intimidatory environment. J. Math. Biol. 84(3), 12 (2022)

    Article  MathSciNet  Google Scholar 

  21. Wang, Y., Fan, D., Wang, C.: Dynamics of a single population model with memory effect and spatial heterogeneity. J Dyn Differ Equ. 34, 1433–1452 (2022)

  22. Zuo, W., Shi, J.: Existence and stability of steady state solutions of reaction-diffusion equations with nonlocal delay effect. Z. Angew. Math. Phys. 72, 43 (2021)

    Article  MathSciNet  Google Scholar 

  23. Zuo, W., Song, Y.: Stability and bifurcation analysis of a reaction-diffusion equation with spatio-temporal delay. J. Math. Anal. Appl. 430(1), 243–261 (2015)

    Article  MathSciNet  Google Scholar 

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Acknowledgements

The first author is partially supported by the National Natural Science Foundation of China (No. 12201117). The second author is supported by the National Natural Science Foundation of China (No. 12371166) and the Zhejiang Provincial Natural Science Foundation of China (No. LZ23A010001).

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Correspondence to Yongli Song.

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Wu, S., Song, Y. Spatial Movement with Distributed Memory and Maturation Delay. Qual. Theory Dyn. Syst. 23, 117 (2024). https://doi.org/10.1007/s12346-024-00975-4

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