Abstract
We consider the two-dimensional map introduced in Bischi et al. (J Differ Equ Appl 21(10):954–973, 2015) formulated as a model for a renewable resource exploitation process in an evolutionary setting. The global dynamic scenarios displayed by the model are not so often encountered in smooth two-dimensional dynamical systems. We explain the occurrence of such scenarios at the light of the theory of noninvertible maps. Moreover, complex structures of basins of attraction of coexisting invariant sets are observed. We analyze such structures by examining stability properties of chaotic sets, in the case in which a non-topological Milnor attractor is present. Stability changes of a chaotic set occur through global bifurcations (such as riddling and blowout) and are detected by means of the study of the spectrum of Lyapunov exponents associated with the set.
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Notes
Note that in general \(LC_{-1}\) is only included in the set of points at which the determinant of the Jacobi matrix vanishes.
For a mixed chaotic area, the stable multipliers of the related saddle cycles must be positive, so that to prevent the points jumping outside this area (see [32]).
An attractor \(A_i\) of the restriction \(f_{r=i}\) is stable with respect to perturbations along \(\mathcal {M}_i\).
We recall that \(a_0^2q_0-a_1^2q_1<0\).
References
Abraham, R., Mira, C., Gardini, L.: Chaos in Discrete Dynamical Systems: A Visual Introduction in 2 Dimensions. Springer, Berlin (1997)
Agliari, A., Bischi, G.I., Dieci, R., Gardini, L.: Global bifurcations of closed invariant curves in two-dimensional maps: A computer assisted study. Int. J. Bifurc. Chaos 15(4), 1285–1328 (2005)
Agliari, A., Bischi, G.I., Gardini, L.: Some methods for the global analysis of dynamic games represented by iterated noninvertible maps. In: Oligopoly Dynamics, pp. 31–83. Springer (2002)
Alexander, J., Yorke, J.A., You, Z., Kan, I.: Riddled basins. Int. J. Bifurc. Chaos 02(04), 795–813 (1992). https://doi.org/10.1142/S0218127492000446
Antoci, A., Dei, R., Galeotti, M.: Financing the adoption of environment preserving technologies via innovative financial instruments: An evolutionary game approach. Nonlinear Anal. Theory Methods Appl. 71(12), e952–e959 (2009). https://doi.org/10.1016/j.na.2009.01.077
Ashwin, P., Buescu, J., Stewart, I.: From attractor to chaotic saddle: a tale of transverse instability. Nonlinearity 9(3), 703–737 (1996). https://doi.org/10.1088/0951-7715/9/3/006
Bischi, G.I., Baiardi, L.C.: A dynamic marketing model with best reply and inertia. Chaos Solitons Fractals 79, 145–156 (2015)
Bischi, G.I., Cerboni Baiardi, L.: Bubbling, riddling, blowout and critical curves. J. Differ. Equ. Appl. 23(5), 939–964 (2017)
Bischi, G.I., Cerboni Baiardi, L., Radi, D.: On a discrete-time model with replicator dynamics in renewable resource exploitation. J. Differ. Equ. Appl. 21(10), 954–973 (2015)
Bischi, G.I., Lamantia, F., Sbragia, L.: Strategic interaction and imitation dynamics in patch differentiated exploitation of fisheries. Ecological Complexity 6(3), 353–362 (2009). https://doi.org/10.1016/j.ecocom.2009.03.004. http://www.sciencedirect.com/science/article/pii/S1476945X0900021X. Special Section: Fractal Modeling and Scaling in Natural Systems
Bischi, G.I., Radi, D.: An extension of the antoci-dei-galeotti evolutionary model for environment protection through financial instruments. Nonlinear Anal. Real World Appl. 13(1), 432–440 (2012). https://doi.org/10.1016/j.nonrwa.2011.07.046
Blasius, B., Huppert, A., Stone, L.: Complex dynamics and phase synchronization in spatially extended ecological systems. Nature 399(6734), 354–359 (1999)
Blasius, B., Stone, L.: Chaos and phase synchronization in ecological systems. Int. J. Bifurc. Chaos 10(10), 2361–2380 (2000)
Buescu, J.: Exotic Attractors: From Liapunov Stability to Riddled Basins. Birkhauser, Basel (1997)
Cabrales, A., Sobel, J.: On the limit points of discrete selection dynamics. J. Econ. Theory 57(2), 407–419 (1992). https://doi.org/10.1016/0022-0531(92)90043-H
Carraro, C., Fragnelli, V.: Game Practice and the Environment. Fondazione Eni Enrico Mattei (FEEM) series on economics and the environment. Edward Elgar Publishing, Incorporated (2004). https://books.google.com.ua/books?id=zlvQoL8oEdkC
Collet, P., Eckmann, J.: Iterated Maps on the Interval as Dynamical Systems. Springer, Berlin (2009)
Frouzakis, C.E., Gardini, L., Kevrekidis, I.G., Millerioux, G., Mira, C.: On some properties of invariant sets of two-dimensional noninvertible maps. Int. J. Bifurc. Chaos 7(6), 1167–1194 (1997)
Gallegati, M., Kirman, A.: Beyond the Representative Agent. Edward Elgar Publishing, Cheltenham (1999)
Gardini, L., Tramontana, F.: Border collision bifurcation curves and their classification in a family of 1D discontinuous maps. Chaos Solitons Fract. 44, 248–259 (2011)
Gumovsky, I., Mira, C.: Dynamique Chaotique: Transformations Ponctuelles. Transition Ordre - Désordre. Collection Nabla. Cépaduès Édition, Toulouse (1980)
Hofbauer, J., Sigmund, K.: Evolutionary game dynamics. Bull. Am. Math. Soc. 40, 479–519 (2003)
Keener, J.P.: Chaotic behavior in piecewise continuous difference equations. Trans. Am. Math. Soc. 261(2), 589–604 (1980)
Kirman, A.P.: Whom or what does the representative individual represent? J. Econ. Perspect. 6(2), 117–136 (1992)
Lai, Y.C., Grebogi, C.: Noise-induced riddling in chaotic systems. Phys. Rev. Lett. 77, 5047–5050 (1996). https://doi.org/10.1103/PhysRevLett.77.5047
Lamantia, F., Radi, D.: Exploitation of renewable resources with differentiated technologies: an evolutionary analysis. Math. Comp. Simul. 108, 155–174 (2015)
Leonov, N.N.: Map of the line onto itself. Radiofisika 2(6), 942–956 (1959)
Maistrenko, Y.L., Maistrenko, V.L., Popovich, A., Mosekilde, E.: Transverse instability and riddled basins in a system of two coupled logistic maps. Phys. Rev. E 57, 2713–2724 (1998). https://doi.org/10.1103/PhysRevE.57.2713
Metropolis, N., Stein, M.L., Stein, P.R.: On finite limit sets for transformations on the unit interval. J. Comb. Theory A15, 25–44 (1973)
Milnor, J.: On the Concept of Attractor, pp. 243–264. Springer New York, New York, NY (1985). https://doi.org/10.1007/978-0-387-21830-4_15
Mira, C.: Chaotic Dynamics: From the One-Dimensional Endomorphism to the Two-Dimenaional Diffeomorphism. World Scientific, Singapore (1987)
Mira, C., Gardini, L., Barugola, A., Cathala, J.C.: Chaotic Dynamics in Two-Dimensional Noninvertible Maps. Nonlinear Science. World Scientific, Singapore (1996)
Murray, J.D.: Mathematical Biology: I. An Introduction, vol. 17. Springer, Berlin (2007)
Nagai, Y., Lai, Y.C.: Periodic-orbit theory of the blowout bifurcation. Phys. Rev. E 56, 4031–4041 (1997). https://doi.org/10.1103/PhysRevE.56.4031
Ott, E., Sommerer, J.C.: Blowout bifurcations: the occurrence of riddled basins and on-off intermittency. Phys. Lett. A 188(1), 39–47 (1994). https://doi.org/10.1016/0375-9601(94)90114-7
Sethi, R., Somanathan, E.: The evolution of social norms in common property resource use. Am. Econ. Rev. 86(4), 766–788 (1996)
Sharkovskii, A.N.: Problem of isomorphism of dynamical systems. In: Proceedings of 5th International Conference on Nonlinear Oscillations, vol. 2, pp. 541–544 (1969)
Turnovsky, S.J.: Methods of Macroeconomic Dynamics. Mit Press, Cambridge (2000)
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Cerboni Baiardi, L., Panchuk, A. Global dynamic scenarios in a discrete-time model of renewable resource exploitation: a mathematical study. Nonlinear Dyn 102, 1111–1127 (2020). https://doi.org/10.1007/s11071-020-05898-8
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DOI: https://doi.org/10.1007/s11071-020-05898-8