Abstract
The local dynamics of coupled chains of identical oscillators are considered. As a basic model of an oscillator, the well-known logistic equation with delay is proposed. The transition to studying a spatially distributed model is made. Two types of coupling of major interest are treated: diffusive coupling and unidirectional coupling. Critical cases are distinguished in the stability problem for the equilibrium state. It turns out that they are of infinite dimension: infinitely many roots of the characteristic equation tend to the imaginary axis as a small parameter characterizing the inverse of the number of elements in the chain tends to zero. The main result is the constructed special nonlinear boundary value problems whose nonlocal dynamics describes the behavior of all solutions for the chain in a neighborhood of the equilibrium state.
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REFERENCES
J. Maurer and A. Libchaber, “Effect of the Prandtl number on the onset of turbulence in liquid 4He,” J. Phys. Lett. (France) 41, 515 (1982).
S. P. Kuznetsov, V. I. Ponomarenko, and E. P. Seleznev, “Autonomous system is a generator of hyperbolic chaos: Circuit simulation and experiment,” Izv. Vyssh. Uch. Zaved. Prikl. Nelin. Din. 21 (5), 17–30 (2013).
E. Brun, B. Derighette, D. Meier, R. Holzner, and M. Raveni, “Observation of order and chaos in a nuclear spin-flip laser,” J. Opt. Soc. Am. B 2, 156 (1985).
D. Dangoisse, P. Glorieux, and D. Hennequin, “Chaos in a CO2 laser with modulated parameters: Experiments and numerical simulations,” Phys. Rev. A 36, 4775 (1987).
Y. K. Chembo, M. Jacquot, J. M. Dudley, and L. Larger, “Ikeda-like chaos on a dynamically filtered supercontinuum light source,” Phys. Rev. A 94, 023847 (2016).
J. M. T. Thompson and H. B. Stewart, Nonlinear Dynamics and Chaos (Wiley, Chichester, 1986).
J. Foss, A. Longtin, B. Mensour, and J. Milton, “Multistability and delayed recurrent loops,” Phys. Rev. Lett. 76, 708 (1996).
I. V. Sysoev, V. I. Ponomarenko, D. D. Kulminskiy, and M. D. Prokhorov, “Recovery of couplings and parameters of elements in networks of time-delay systems from time series,” Phys. Rev. E 94, 052207 (2016).
V. I. Ponomarenko, D. D. Kulminskiy, and M. D. Prokhorov, “Chimeralike states in networks of bistable time-delayed feedback oscillators coupled via the mean field,” Phys. Rev. E 96, 022209 (2017).
A. S. Karavaev, Yu. M. Ishbulatov, A. R. Kiselev, V. I. Ponomarenko, M. D. Prokhorov, S. A. Mironov, V. A. Shvarts, V. I. Gridnev, and B. P. Bezruchko, “Model of the human cardiovascular system with an autonomous regulation loop for arterial pressure,” Fiziol. Cheloveka 43 (1), 70–80 (2017).
Y. Kuang, Delay Differential Equations with Applications in Population Dynamics (Academic, Boston, 1993).
J. Wu, Theory and Applications of Partial Functional Differential Equations (Springer-Verlag, New York, 1996).
S. A. Gourley, and J. W.-H. Sou, and J. H. Wu, “Nonlocality of reaction-diffusion equations induced by delay: Biological modeling and nonlinear dynamics,” J. Math. Sci. 124 (4), 5119–5153 (2004). https://doi.org/10.1023/B:JOTH.0000047249.39572.6d
S. A. Kashchenko, “Asymptotics of the solutions of the generalized Hutchinson equation,” Autom. Control Comput. Sci. 47 (7), 470–494 (2013). https://doi.org/10.3103/S0146411613070079
S. A. Kashchenko, “Dynamics of the logistic equation with two delays,” Differ. Equations 52 (5), 538–548 (2016). https://doi.org/10.1134/S0012266116050025
S. A. Kashchenko and D. O. Loginov, “Bifurcations due to the variation of boundary conditions in the logistic equation with delay and diffusion,” Math. Notes 106 (1), 136–141 (2019). https://doi.org/10.1134/S0001434619070150
Y. Kuramoto, Chemical Oscillations, Waves, and Turbulence (Springer, Berlin, 1984).
Y. Kuramoto and D. Battogtokh, “Coexisting of coherence and incoherence in nonlocally coupled phase oscillators,” Nonlinear Phenom. Complex Syst. 5 (4), 380 (2002).
H. Haken, Brain Dynamics: Synchronization and Activity Patterns in Pulse-Coupled Neural Nets with Delays and Noise (Springer, Berlin, 2002).
G. V. Osipov, J. Kurths, and Ch. Zhou, Synchronization in Oscillatory Networks (Springer, Berlin, 2007).
V. S. Afraimovich, V. I. Nekorkin, G. V. Osipov, and V. D. Shalfeev, Stability, Structures, and Chaos in Nonlinear Synchronization Networks (World Scientific, Singapore, 1994).
A. K. Kryukov, G. V. Osipov, and A. V. Polovinkin, “Multistability of synchronous regimes in ensembles of nonidentical oscillators: Chain and lattice of coupled elements,” Izv. Vyssh. Uch. Zaved. Prikl. Nelin. Din. 17 (2), 29–36 (2009).
A. K. Kryukov, O. I. Kanakov, and G. V. Osipov, “Synchronization waves in ensembles of weakly nonlinear oscillators,” Izv. Vyssh. Uch. Zaved. Prikl. Nelin. Din. 17 (1), 13–36 (2009).
A. S. Pikovsky, M. G. Rosenblum, and J. Kurths, Synchronization: A Universal Concept in Nonlinear Science (Cambridge Univ. Press, Cambridge, 2001).
I. S. Kashchenko and S. A. Kashchenko, “Dynamics of the Kuramoto equation with spatially distributed control,” Commun. Nonlinear Sci. Numer. Simul. 34, 123–129 (2016). https://doi.org/10.1016/j.cnsns.2015.10.011
S. A. Kashchenko, “On quasi-normal forms for parabolic equations with weak diffusion,” Dokl. Akad. Nauk SSSR 299 (5), 1049–1053 (1988).
S. A. Kaschenko, “Normalization in the systems with small diffusion,” Int. J. Bifurcation Chaos Appl. Sci. Eng. 6 (6), 1093–1109 (1996). https://doi.org/10.1142/S021812749600059X
S. A. Kashchenko, “The simplest critical cases in the dynamics of nonlinear systems with small diffusion,” Trans. Moscow. Math. Soc. 79 (1), 85–100 (2018). https://doi.org/10.1090/mosc/285
S. A. Kashchenko, “Asymptotics of periodic solutions of autonomous parabolic equations with small diffusion,” Sib. Math. J. 27 (6), 880–889 (1986).
S. A. Kashchenko, “Bifurcations in the neighborhood of a cycle under small perturbations with a large delay,” Comput. Math. Math. Phys. 40 (5), 659–668 (2000).
T. S. Akhromeeva, S. P. Kurdyumov, G. G. Malinetskii, and A. A. Samarskii, Nonstationary Structures and Diffusion-Induced Chaos (Nauka, Moscow, 1992) [in Russian].
I. S. Kashchenko and S. A. Kashchenko, “Infinite process of forward and backward bifurcations in the logistic equation with two delays,” Nonlinear Phenom. Complex Syst. 22 (4), 407–412 (2019).
A. A. Kashchenko, “Analysis of running waves stability in the Ginzburg–Landau equation with small diffusion,” Autom. Control Comput. Sci. 49 (7), 514–517 (2015).
Funding
This study was performed within the program for the development of the regional Scientific and Educational Mathematical Centre (Yaroslavl State University) and was supported by the Ministry of Science and Higher Education of the Russian Federation, Additional Agreement no. 075-02-2020-1514/1 to the Agreement no. 075-02-2020-1514 on the provision of subsidies from the federal budget.
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Translated by N. Berestova
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Kashchenko, S.A. Corporate Dynamics in Chains of Coupled Logistic Equations with Delay. Comput. Math. and Math. Phys. 61, 1063–1074 (2021). https://doi.org/10.1134/S0965542521070083
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DOI: https://doi.org/10.1134/S0965542521070083