Abstract
There are a few different ways to extend regular nonlinear dynamical systems by introducing power-law memory or considering fractional differential/difference equations instead of integer ones. This extension allows the introduction of families of nonlinear dynamical systems converging to regular systems in the case of an integer power-law memory or an integer order of derivatives/differences. The examples considered in this review include the logistic family of maps (converging in the case of the first order difference to the regular logistic map), the universal family of maps, and the standard family of maps (the latter two converging, in the case of the second difference, to the regular universal and standard maps). Correspondingly, the phenomenon of transition to chaos through a period doubling cascade of bifurcations in regular nonlinear systems, known as “universality”, can be extended to fractional maps, which are maps with power-/asymptotically power-law memory. The new features of universality, including cascades of bifurcations on single trajectories, which appear in fractional (with memory) nonlinear dynamical systems are the main subject of this review.
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References
Aguila-Camacho, N., Duarte-Mermoud, M.A., Gallegos, J.A.: Lyapunov functions for fractional order systems. Commun. Nonlin. Sci. Numer. Simul. 19, 29512957 (2014)
Anderson, J.R.: Learning and Memory: An Integrated Approach. Wiley, New York 1(995)
Anastassiou, G.A.: Nabla discrete fractional calculus and nabla inequalities. Math. Comput. Modelling 51, 562–571 (2010)
Atici, F., Eloe, P.: Initial value problems in discrete fractional calculus. Proc. Am. Math. Soc. 137, 981–989 (2009)
Atici, F., Eloe P.: Discrete fractional calculus with the nabla operator. Electron. J. Qual. Theory Differ. Equ. Spec. Ed. I3, 1–12 (2009)
Baleanu, D., Wu, G.-C., Bai, Y.-R., Chen, F.-L.: Stability analysis of Caputo-like discrete fractional systems. Commun. Nonlin. Sci. Numer. Simul. 48, 520–530 (2017)
Bastos, N.R.O., Ferreira, R.A.C., Torres, D.F.M.: Discrete-time fractional variational problems. Signal Process. 91, 513–524 (2011)
Bastos, N.R.O., Ferreira, R.A.C., Torres, D.F.M.: Necessary optimality conditions for fractional difference problems of the calculus of variations. Discrete Contin. Dyn. Syst. 29, 417–437 (2011)
Chen, F., Luo, X., and Zhou, Y.: Existence results for nonlinear fractional difference equation. Adv. Differ. Eq. 2011, 713201, (2011)
Cvitanovic, P.: Universality in Chaos. Adam Hilger, Bristol and New York (1989)
Edelman, M.: Fractional standard map: Riemann-Liouville vs. Caputo. Commun. Nonlin. Sci. Numer. Simul. 16, 4573–4580 (2011)
Edelman, M.: Fractional maps and fractional attractors. Part I: \(\alpha \)-families of maps. Discontinuity Nonlinearity Complex. 1, 305–324 (2013)
Edelman, M.: Universal fractional map and cascade of bifurcations type attractors. Chaos 23, 033127 (2013)
Edelman, M.: Universality in fractional dynamics. In: International Conference on Fractional Differentiation and Its Applications (ICFDA), 2014, pp. 1–6 (2014). https://doi.org/10.1109/ICFDA.2014.6967376
Edelman, M.: Fractional maps as maps with power-law memory. In: Afraimovich, A., Luo, A.C.J., Fu, X. (eds.) Nonlinear Dynamics and Complexity; Series: Nonlinear Systems and Complexity, pp. 79–120, Springer, New York (2014)
Edelman, M.: Caputo standard \(\alpha \)-family of maps: fractional difference vs. fractional. Chaos 24, 023137 (2014)
Edelman, M.: Fractional maps and fractional attractors. Part II: Fractional Difference \(\alpha \)-Families of Maps. Discontinuity Nonlinearity Complex 4, 391–402 (2015)
Edelman, M.: On the fractional Eulerian numbers and equivalence of maps with long term power-law memory (integral Volterra equations of the second kind) to Gr\(\ddot{u}\)nvald-Letnikov fractional difference (differential) equations. Chaos 25, 073103 (2015)
Edelman, M., Tarasov, V.E.: Fractional standard map. Phys. Lett. A 374, 279–285 (2009)
Edelman, M., Taieb, L.A.: New types of solutions of non-linear fractional differential equations. In: Almeida, A., Castro, L., Speck F.-O. (eds.) Advances in Harmonic Analysis and Operator Theory; Series: Operator Theory: Advances and Applications, vol. 229, pp. 139–155. Springer, Basel (2013)
Fairhall, A.L., Lewen, G.D., Bialek, W., de Ruyter van Steveninck R.R.: Efficiency and ambiguity in an adaptive neural code. Nature 787–792 (2001)
Ferreira, R.A.C., Torres, D.F.M.: Fractional h-difference equations arising from the calculus of variations. Appl. Anal. Discrete Math. 5, 110–121 (2011)
Frederico, G.S.F., Torres, D.F.M.: A formulation of Noether’s theorem for fractional problems of the calculus of variations. J. Math. Appl. Anal. Appl. 334, 834–846 (2007)
Gray, H.L., Zhang, N.-F.: On a new definition of the fractional difference. Math. Comput. 50, 513–529 (1988)
Kahana, M.J.: Foundations of human memory. Oxford University Press, New York (2012)
Kilbas, A.A., Bonilla, B., Trujillo, J.J.: Nonlinear differential equations of fractional order is space of integrable functions. Dokl. Math. 62, 222–226 (2000)
Kilbas, A.A., Bonilla, B., Trujillo, J.J.: Existence and uniqueness theorems for nonlinear fractional differential equations. Demonstratio Math. 33, 583–602 (2000)
Kilbas, A.A., Srivastava, H.M., Trujillo, J.J.: Theory and Application of Fractional Differential Equations. Elsevier, Amsterdam (2006)
Leopold, D.A., Murayama, Y., Logothetis, N.K.: Very slow activity fluctuations in monkey visual cortex: implications for functional brain imaging. Cerebr. Cortex 413, 422–433 (2003)
Li, Y., Chen, Y.Q., and Podlubny, I.: Stability of fractional-order nonlinear dynamic systems: lyapunov direct method and generalized Mittag-Leffler stability. Comput. Math. Appl. 59, 181021 (2010)
Lundstrom, B.N., Fairhall, A.L., Maravall, M.: Multiple time scale encoding of slowly varying whisker stimulus envelope incortical and thalamic neurons in vivo. J. Neurosci 30, 5071–5077 (2010)
Lundstrom, B.N., Higgs, M.H., Spain, W.J., Fairhall, A.L.: Fractional differentiation by neocortical pyramidal neurons. Nat. Neurosci 11, 1335–1342 (2008)
Machado, J.A.T, Pinto, C.M.A., Lopes, A.M.: A review on the characterization of signals and systems by power law distributions. Signal Process. 107, 246–253 (2015)
Matignon, D.: Stability properties for generalized fractional differential systems. ESAIM Proc. 5, 145–58 (1998)
May, R.M.: Simple mathematical models with very complicated dynamics. Nature 261, 459–467 (1976)
Miller, K.S., Ross, B.: Fractional difference calculus. In: Srivastava, H.M., Owa, S. (eds.) Univalent Functions. Fractional Calculus, and Their Applications, pp. 139–151. Ellis Howard, Chichester (1989)
Mozyrska, D., Girejko, E.: Overview of the fractional h-difference operators. In: Almeida, A., Castro, L., Speck F.-O. (eds.) Advances in Harmonic Analysis and Operator Theory; Series: Operator Theory: Advances and Applications, vol. 229, pp. 253–267. Springer, Basel (2013)
Mozyrska, D., Girejko, E., Wirwas, M.: Fractional nonlinear systems with sequential operators. Cent. Eur. J. Phys. 11, 1295–1303 (2013)
Mozyrska, D., Pawluszewicz, E.: Local controllability of nonlinear discrete-time fractional order systems. Bull. Pol. Acad. Sci. Techn. Sci. 61, 251–256 (2013)
Mozyrska, D., Pawluszewicz, E., Girejko, E.: Stability of nonlinear h-difference systems with N fractional orders. Kibernetica 51, 112–136 (2015)
Petras, I.: Fractional-Order Nonlinear Systems. Springer, Berlin (2011)
Podlubny, I.: Fractional Differential Equations. Academic Press, San Diego (1999)
Pozzorini, C., Naud, R., Mensi, S., Gerstner, W.: Temporal whitening by power-law adaptation in neocortical neurons. Nat.Neurosci. 16, 942–948 (2013)
Rivero, M., Rogozin, S.V., Machado, J.A.T., Trujilo, J.J.: Stability of fractional order systems. Math. Probl. Eng. 2013, 356215 (2013)
Rubin, D.C., Wenzel, A.E.: One hundred years of forgetting: a quantitative description of retention. Psychol. Rev. 103, 743–760 (1996)
Samko, S.G., Kilbas, A.A., Marichev, O.I.: Fractional Integrals and Derivatives Theory and Applications. Gordon and Breach, New York (1993)
Stanislavsky, A.A: Long-term memory contribution as applied to the motion of discrete dynamical system. Chaos 16, 043105 (2006)
Tarasov, V.E.: Differential equations with fractional derivative and universal map with memory. J. Phys. A 42, 465102 (2009)
Tarasov, V.E.: Discrete map with memory from fractional differential equation of arbitrary positive order. J. Math. Phys. 50, 122703 (2009)
Tarasov, V.E.: Fractional dynamics: application of fractional calculus to dynamics of particles. In: Fields and Media. HEP, Springer, Heidelberg (2011)
Tarasov, V.E., Zaslavsky, G.M.: Fractional equations of kicked systems and discrete maps. J. Phys. A 41, 435101 (2008)
Toib, A., Lyakhov, V., Marom, S.: Interaction between duration of activity and recovery from slow inactivation in mammalian brain Na+ channels. J. Neurosci. 18, 1893–1903 (1998)
Ulanovsky, N., Las, L., Farkas, D., Nelken, I.: Multiple time scales of adaptation in auditory cortex neurons. J Neurosci. 24, 10440–10453 (2004)
Wixted, J.T.: Analyzing the empirical course of forgetting. J. Exp. Psychol. Learn. Mem. Cognit. 16, 927–935 (1990)
Wixted, J.T., Ebbesen, E.: On the form of forgetting. Psychol. Sci. 2, 409–415 (1991)
Wixted, J.T., Ebbesen, E.: Genuine power curves in forgetting. Mem. Cognit. 25, 731–739 (1997)
Wu, G.-C., Baleanu, D.: Discrete fractional logistic map and its chaos. Nonlin. Dyn. 75, 283–287 (2014)
Wu, G.-C., Baleanu, D., Zeng, S.-D.: Discrete chaos in fractional sine and standard maps. Phys. Lett. A 378, 484–487 (2014)
Wyrwas, M., Pawluszewicz, E., Girejko, E.: Stability of nonlinear \(h\)-difference systems with \(N\) fractional orders. Kybernetika 15, 112–136 (2015)
Zaslavsky, G.M.: Hamiltonian Chaos and Fractional Dynamics. Oxford University Press, Oxford (2005)
Zaslavsky, G.M., Stanislavsky, A.A.., Edelman, M: Chaotic and pseudochaotic attractors of perturbed fractional oscillator. Chaos 16, 013102 (2006)
Zilany, M.S., Bruce, I.C., Nelson, P.C., Carney, L.H.: A phenomenological model of the synapse between the inner hair cell and auditory nerve: long-term adaptation with power-law dynamics. J. Acoust. Soc. Am. 126, 2390–2412 (2009)
Acknowledgements
The author expresses his gratitude to R. Cole and R. V. Kohn, for the opportunity to complete this work at the Courant Institute. The author is grateful to the organizers of the 6th International Conference on Nonlinear Science and Complexity in Sao Jose dos Campos, Brazil, for financial support. The author acknowledges continuing support from Yeshiva University.
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Edelman, M. (2018). Universality in Systems with Power-Law Memory and Fractional Dynamics. In: Edelman, M., Macau, E., Sanjuan, M. (eds) Chaotic, Fractional, and Complex Dynamics: New Insights and Perspectives. Understanding Complex Systems. Springer, Cham. https://doi.org/10.1007/978-3-319-68109-2_8
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