Abstract
In this study, we model a dynamic R&D two-stage input competition triopoly game characterized by players with a bounded rationality rule as a discrete nonlinear dynamic system, where we focus on spillover effects on cost reductions. We analyze the stability of the Nash equilibrium and obtain the stability conditions and the stability region. We show that the Nash equilibrium loses its stability and complex dynamic behaviors occur after increasing the input adjustment speed parameters. Finally, the straight-line stabilization method is applied for chaos control. The results obtained have theoretical implications for manufacturers regarding R&D input decisions in real economic markets.
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References
Agiza, H.N.: On the analysis of stability, bifurcation, chaos and chaos control of Kopel map. Chaos Solitons Fractals 10, 1909–1916 (1999)
Kopel, M.: Simple and complex adjustment dynamics in Cournot duopoly models. Chaos Solitons Fractals 7, 2031–2048 (1996)
Agliari, A., Naimzada, A.K., Pecora, N.: Nonlinear dynamics of a Cournot duopoly game with differentiated products. Appl. Math. Comput. 281, 1–15 (2016)
Bischi, G.I., Mammana, C., Gardini, L.: Multistability and cyclic attractors in duopoly games. Chaos Solitons Fractals 11, 543–564 (2000)
Elsadany, A.A.: Competition analysis of a triopoly game with bounded rationality. Chaos Solitons Fractals 45, 1343–1348 (2012)
Ding, Z., Li, Q., Ge, D., Jiang, S.: Research on dynamics in a resource extraction game with bounded rationality. Appl. Math. Comput. 236, 628–634 (2014)
Ding, Z., Wang, Q., Jiang, S.: Analysis on the dynamics of a Cournot investment game with bounded rationality. Econ. Model. 39, 204–212 (2014)
Ma, J., Xie, L.: The comparison and complex analysis on dual-channel supply chain under different channel power structures and uncertain demand. Nonlinear Dyn. 83, 1379–1393 (2016)
Peng, Y., Lu, Q.: Complex dynamics analysis for a duopoly Stackelberg game model with bounded rationality. Appl. Math. Comput. 271, 259–268 (2015)
Shi, L., Sheng, Z., Xu, F.: The dynamics of competition in remanufacturing: a stability analysis. Econ. Model. 50, 245–253 (2015)
Agiza, H.N., Elsadany, A.A.: Chaotic dynamics in nonlinear duopoly game with heterogeneous players. Appl. Math. Comput. 149, 843–860 (2004)
Askar, S.S., Alnowibet, K.: Nonlinear oligopolistic game with isoelastic demand function: rationality and local monopolistic approximation. Chaos Solitons Fractals 84, 15–22 (2016)
Cavalli, F., Naimzada, A.: A Cournot duopoly game with heterogeneous players: nonlinear dynamics of the gradient rule versus local monopolistic approach. Appl. Math. Comput. 249, 382–388 (2014)
Cavalli, F., Naimzada, A.: Nonlinear dynamics and convergence speed of heterogeneous Cournot duopolies involving best response mechanisms with different degrees of rationality. Nonlinear Dyn. 81, 967–979 (2015)
Ding, Z., Li, Q., Jiang, S., Wang, X.: Dynamics in a Cournot investment game with heterogeneous players. Appl. Math. Comput. 256, 939–950 (2015)
Ding, J., Mei, Q., Yao, H.: Dynamics and adaptive control of a duopoly advertising model based on heterogeneous expectations. Nonlinear Dyn. 67, 129–138 (2012)
Elsadany, A.A.: A dynamic Cournot duopoly model with different strategies. J. Egypt. Math. Society 23, 56–61 (2015)
Elsadany, A.A., Agiza, H.N., Elabbasy, E.M.: Complex dynamics and chaos control of heterogeneous quadropoly game. Appl. Math. Comput. 219, 11110–11118 (2013)
Naimzada, A., Tramontana, F.: Two different routes to complex dynamics in an heterogeneous triopoly game. J. Differ. Equ. Appl. 21, 553–563 (2015)
Peng, Y., Lu, Q., Xiao, Y.: A dynamic Stackelberg duopoly model with different strategies. Chaos Solitons Fractals 85, 128–134 (2016)
Shi, L., Sheng, Z., Xu, F.: Complexity analysis of remanufacturing duopoly game with different competition strategies and heterogeneous players. Nonlinear Dyn. 82, 1081–1092 (2015)
Tramontana, F.: Heterogeneous duopoly with isoelastic demand function. Econ. Model. 27, 350–357 (2010)
Tramontana, F., Elsadany, A.E.A.: Heterogeneous triopoly game with isoelastic demand function. Nonlinear Dyn. 68, 187–193 (2012)
Ahmed, E., Elsadany, A.A., Puu, T.: On Bertrand duopoly game with differentiated goods. Appl. Math. Comput. 251, 169–179 (2015)
Fanti, L., Gori, L., Mammana, C., Michetti, E.: Local and global dynamics in a duopoly with price competition and market share delegation. Chaos Solitons Fractals 69, 253–270 (2014)
Ding, Z., Zhu, X., Jiang, S.: ArticleDynamical Cournot game with bounded rationality and time delay for marginal profit. Math. Comput. Simul. 100, 1–12 (2014)
Elsadany, A.A.: Dynamics of a delayed duopoly game with bounded rationality. Math. Comput. Model. 52, 1479–1489 (2010)
Elsadany, A.A., Awad, A.M.: Dynamical analysis of a delayed monopoly game with a log-concave demand function. Oper. Res. Lett. 44, 33–38 (2016)
Fanti, L., Gori, L., Mammana, C., Michetti, E.: The dynamics of a Bertrand duopoly with differentiated products: synchronization, intermittency and global dynamics. Chaos Solitons Fractals 52, 73–86 (2013)
Ma, J., Wu, K.: Complex system and influence of delayed decision on the stability of a triopoly price game model. Nonlinear Dyn. 73, 1741–1751 (2013)
Andaluz, J., Jarne, G.: Stability of vertically differentiated Cournot and Bertrand-type models when firms are boundedly rational. Ann. Oper. Res. 238, 1–25 (2016)
Xin, B., Chen, T.: On a master-slave Bertrand game model. Econ Model 28, 1864–1870 (2011)
Naimzada, A.K., Tramontana, F.: Dynamic properties of a Cournot–Bertrand duopoly game with differentiated products. Econ. Model. 29, 1436–1439 (2012)
Ma, J., Pu, X.: The research on Cournot–Bertrand duopoly model with heterogeneous goods and its complex characteristics. Nonlinear Dyn. 72, 895–903 (2013)
Ahmed, E., Elettreby, M.F., Hegazi, A.S.: On Puu’s incomplete information formulation for the standard and multi-team Bertrand game. Chaos Solitons Fractals 30, 1180–1184 (2006)
Ahmed, E., Hegazi, A.S.: On dynamical multi-team and signaling games. Appl. Math. Comput. 172, 524–530 (2006)
Ding, Z., Hang, Q., Tian, L.: Analysis of the dynamics of Cournot team-game with heterogeneous players. Appl. Math. Comput. 215, 1098–1105 (2009)
Elettreby, M.F., Mansour, M.: On Cournot dynamic multi-team game using incomplete information dynamical system. Appl. Math. Comput. 218, 10691–10696 (2012)
Li, T., Ma, J.: The complex dynamics of R&D competition models of three oligarchs with heterogeneous players. Nonlinear Dyn. 74, 45–54 (2013)
Xu, H., Wang, G., Chen, S.: Controlling Chaos by a modified straight-line stabilization method. Eur. Phys. J. B 22, 65–69 (2001)
Yang, L., Liu, Z., Mao, J.: Controlling hyperchaos. Phys. Rev. Lett. 84, 67–70 (2000)
Acknowledgements
We would like to thank the reviewers for their valuable comments and suggestions. The research was supported by the National Natural Science Foundation of China (Grant No. 61273231); it was also supported by the Fundamental Research Funds for the Central Universities (Grant No. 2014QNB08), Postdoctoral Fund of Jiangsu Province (Grant No. 1401055B) and Department of Education and Social Sciences project of Jiangsu Provincial (Grant No. 2014SJD413).
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Tu, H., Wang, X. Complex dynamics and control of a dynamic R&D Bertrand triopoly game model with bounded rational rule. Nonlinear Dyn 88, 703–714 (2017). https://doi.org/10.1007/s11071-016-3271-6
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DOI: https://doi.org/10.1007/s11071-016-3271-6