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Bifurcation and chaos in a fractional-order Cournot duopoly game model on scale-free networks. (English) Zbl 07916730

Summary: In this study, a Cournot duopoly model describing Caputo fractional-order differential equations with piecewise constant arguments is discussed. We have obtained two-dimensional discrete dynamical system as a result of applying the discretization process to the model. By using the center manifold theory and the bifurcation theory, it is shown that the discrete dynamical system undergoes flip bifurcation about the Nash equilibrium point. Phase portraits, bifurcation diagrams, and Lyapunov exponents show the existence of many complex dynamical behaviors in the model such as the stable equilibrium point, period-2 orbit, period-4 orbit, period-8 orbit, period-16 orbit, and chaos according to changing the speed of the adjustment parameter \(v_1\). The discrete Cournot duopoly game model is also considered on two scale-free networks with different numbers of nodes. It is observed that the complex dynamical networks exhibit similar dynamical behaviors such as the stable equilibrium point, flip bifurcation, and chaos depending on changing the coupling strength parameter \(c_s\). Moreover, flip bifurcation and transition chaos take place earlier in more heterogeneous networks. Calculating the largest Lyapunov exponents guarantees the transition from nonchaotic to chaotic states in complex dynamical networks.

MSC:

37N40 Dynamical systems in optimization and economics
39A28 Bifurcation theory for difference equations
34C28 Complex behavior and chaotic systems of ordinary differential equations
34A08 Fractional ordinary differential equations
26A33 Fractional derivatives and integrals
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References:

[1] Agarwal, R. P., El-Sayed, A. M. A. & Salman, S. M. [2013] “ Fractional-order chuas system: Discretization, bifurcation and chaos,” Adv. Diff. Eqs.2013, https://doi.org/10.1186/1687-1847-2013-320. · Zbl 1391.39026
[2] Agiza, H., Hegazi, A. & Elsadany, A. [2001] “ The dynamics of Bowleys model with bounded rationality,” Chaos Solit. Fract.12, 1705-1717. · Zbl 1036.91004
[3] Agiza, H., Hegazi, A. & Elsadany, A. [2002] “ Complex dynamics and synchronization of a duopoly game with bounded rationality,” Math. Comput. Simul.58, 133-146. · Zbl 1002.91010
[4] Agiza, H. & Elsadany, A. [2003] “ Nonlinear dynamics in the Cournot duopoly game with heterogeneous players,” Physica A320, 512-524. · Zbl 1010.91006
[5] Ahmed, E. & Matouk, A. E. [2020] “ Complex dynamics of some models of antimicrobial resistance on complex networks,” Math. Methods Appl. Sci.44, 1896-1912. · Zbl 1471.34085
[6] Al-Khedhairi, A. [2019] “ Differentiated Cournot duopoly game with fractional-order and its discretization,” Eng. Comput.36, 781-806.
[7] Al-Khedhairi, A., Elsadany, A. A. & Elsonbaty, A. [2022] “ On the dynamics of a discrete fractional-order Cournot-Bertrand competition duopoly game,” Math. Probl. Eng.2022, 8249215.
[8] Andersson, C., Hellervik, A., Lindgren, K., Hagson, A. & Tornberg, J. [2003] “ Urban economy as a scale-free network,” Phys. Rev. E68, 036124.
[9] Askar, S. & Al-Khedhairi, A. [2020] “ Dynamic investigations in a duopoly game with price competition based on relative profit and profit maximization,” J. Comput. Appl. Math.367, 112464. · Zbl 1427.91157
[10] Band, R. & Gnutzmann, S. [2018] Spectral Theory and Applications, Vol. 720 (Contemporary Mathematics, American Mathematical Society, Providence, RI).
[11] Elsadany, A. [2017] “ Dynamics of a Cournot duopoly game with bounded rationality based on relative profit maximization,” Appl. Math. Comput.294, 253-263. · Zbl 1411.91384
[12] Emmert-Streib, F., Tripathi, S., Yli-Harja, O. & Dehmer, M. [2018] “ Understanding the world economy in terms of networks: A survey of data-based network science approaches on economic networks,” Front. Appl. Math. Stat.4, 37.
[13] Fanti, L. & Gori, L. [2012] “ The dynamics of a differentiated duopoly with quantity competition,” Econ. Model.29, 421-427.
[14] Fanti, L., Gori, L. & Sodini, M. [2012] “ Nonlinear dynamics in a Cournot duopoly with relative profit delegation,” Chaos Solit. Fract.45, 1469-1478. · Zbl 1258.91040
[15] Franceschet, M. [2011] “ Collaboration in computer science: A network science approach,” J. Am. Soc. Inf. Sci. Technol.62, 1992-2012.
[16] Garay-Ruiz, D. & Bo, C. [2022] “ Chemical reaction network knowledge graphs: The OntoRXN ontology,” J. Cheminform.14, 29.
[17] Gomes, O. [2014] “ Scale-free networks in economics,” J. Appl. Comput. Math.3, 1000e139.
[18] Gori, L., Guerrini, L. & Sodini, M. [2015] “ A continuous time Cournot duopoly with delays,” Chaos Solit. Fract.79, 166-177. · Zbl 1354.91090
[19] Huang, T., Zhang, H., Ma, S., Pan, G., Wang, Z. & Huang, H. [2019] “ Bifurcations, complex behaviors, and dynamic transition in a coupled network of discrete predator-prey system,” Discrete Dyn. Nat. Soc.2019, 2583730. · Zbl 1453.92247
[20] Johansyah, M. D., Supriatna, A. K., Rusyaman, E. & Saputra, J. [2021] “ Application of fractional differential equation in economic growth model: A systematic review approach,” AIMS Math.6, 10266-10280. · Zbl 1525.34025
[21] Kangalgil, F. [2019a] “ Flip bifurcation and stability in a discrete-time prey-predator model with Allee effect,” Cumhuriyet Sci. J.40, 141-149.
[22] Kangalgil, F. [2019b] “ Neimark-Sacker bifurcation and stability analysis of a discrete-time prey-predator model with Allee effect in prey,” Adv. Differ. Equ.2019, 92. · Zbl 1458.37101
[23] Kartal, S. [2017] “ Flip and Neimark-Sacker bifurcation in a differential equation with piecewise constant arguments model,” J. Differ. Equ. Appl.23, 763-778. · Zbl 1377.92058
[24] Kartal, S. [2018] “ Multiple bifurcations in an early brain tumor model with piecewise constant arguments,” Int. J. Biomath.11, 1850055. · Zbl 1392.39008
[25] Kartal, S. & Gurcan, F. [2018] “ Discretization of conformable fractional differential equations by a piecewise constant approximation,” Int. J. Comput. Math.96, 1849-1860. · Zbl 1524.65254
[26] Kasper, C. & Voelkl, B. [2009] “ A social network analysis of primate groups,” Primates50, 343-356.
[27] Khennaoui, A.-A., Almatroud, A. O., Ouannas, A., Al-sawalha, M. M., Grassi, G. & Pham, V.-T. [2021] “ The effect of Caputo fractional difference operator on a novel game theory model,” Discrete Contin. Dyn. Syst. B26, 4549-4565. · Zbl 1471.37083
[28] Koutrouli, M., Karatzas, E., Paez-Espino, D. & Pavlopoulos, G. A. [2020] “ A guide to conquer the biological network era using graph theory,” Front. Bioeng. Biotechnol.8, 34.
[29] Leutcho, G. D., Wang, H., Fozin, T. F., Sun, K., Njitacke, Z. T. & Kengne, J. [2022] “ Dynamics of a new multistable 4D hyperchaotic Lorenz system and its applications,” Int. J. Bifurcation and Chaos32, https://doi.org/10.1142/S0218127422500018. · Zbl 1496.34079
[30] Leutcho, G. D., Woodward, L. & Blanchard, F. [2023] “ Nonlinear dynamics of a single-gap terahertz splitring resonator under electromagnetic radiation,” Chaos33, https://doi.org/10.1063/5.0157489.
[31] Li, X., Chen, G. & Ko, K.-T. [2004] “ Transition to chaos in complex dynamical networks,” Physica A338, 367-378.
[32] Li, P., Yan, J., Xu, C., Gao, R. & Li, Y. [2022] “ Understanding dynamics and bifurcation control mechanism for a fractional-order delayed duopoly game model in insurance market,” Fractal Fract.6, 270.
[33] Mendes, E. M. A. M. & Nepomuceno, E. G. [2016] “ A very simple method to calculate the positive largest Lyapunov exponent using interval extensions,” Int. J. Bifurcation and Chaos26, 1650226. · Zbl 1354.37082
[34] Nepomuceno, E. G. & Martins, S. A. M. [2016] “ A lower bound error for free-run simulation of the polynomial NARMAX,” Syst. Sci. Control Eng.4, 50-58.
[35] Nepomuceno, E. G. & Perc, M. [2019] “ Computational chaos in complex networks,” J. Complex Netw.8, cnz015.
[36] Saleh, M., Esa, Y. & Mohamed, A. [2018] “ Applications of complex network analysis in electric power systems,” Energies11, 1381.
[37] Tarasov, V. E. [2019] “ On history of mathematical economics: Application of fractional calculus,” Mathematics7, 509.
[38] Tarasova, V. V. & Tarasov, V. E. [2017a] “Economic interpretation of fractional derivatives,” arXiv preprint arXiv:1712.09575.
[39] Tarasova, V. V. & Tarasov, V. E. [2017b] “ Logistic map with memory from economic model,” Chaos Solit. Fract.95, 84-91. · Zbl 1375.91176
[40] Tarasova, V. V. & Tarasov, V. E. [2018] “ Concept of dynamic memory in economics,” Commun. Nonlin. Sci. Numer. Simul.55, 127-145. · Zbl 1461.91210
[41] Vijayakumar, M. D., Natiq, H., Leutcho, G. D., Rajagopal, K., Jafari, S. & Hussain, I. [2022] “ Hidden and self-excited collective dynamics of a new multistable hyper-jerk system with unique equilibrium,” Int. J. Bifurcation and Chaos32, https://doi.org/10.1142/S0218127422500638. · Zbl 1497.34025
[42] Wang, Z., Jiang, G., Yu, W., He, W., Cao, J. & Xiao, M. [2017] “ Synchronization of coupled heterogeneous complex networks,” J. Frankl. Inst.354, 4102-4125. · Zbl 1367.93037
[43] Xin, B., Peng, W. & Guerrini, L. [2019] “ A continuous time Bertrand duopoly game with fractional delay and conformable derivative: Modeling, discretization process, Hopf bifurcation, and chaos,” Front. Phys.7, 84.
[44] Yassen, M. & Agiza, H. [2003] “ Analysis of a duopoly game with delayed bounded rationality,” Appl. Math. Comput.138, 387-402. · Zbl 1102.91021
[45] Zhang, H.-F., Wu, R.-X. & Fu, X.-C. [2006] “ The emergence of chaos in complex dynamical networks,” Chaos Solit. Fract.28, 472-479. · Zbl 1083.37516
[46] Zhao, M., Xuan, Z. & Li, C. [2016] “ Dynamics of a discrete-time predator-prey system,” Adv. Differ. Equ.2016, 31. · Zbl 1419.39035
[47] Zhu, X., Zhu, W. & Yu, L. [2014] “ Analysis of a nonlinear mixed Cournot game with boundedly rational players,” Chaos Solit. Fract.59, 82-88. · Zbl 1348.91216
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