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Linear Response, and Consequences for Differentiability of Statistical Quantities and Multifractal Analysis

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Abstract

In this article we initially prove the differentiability of the topological pressure, equilibrium states and their densities with respect to smooth expanding dynamical systems and any smooth potential. This is done by proving the regularity of the dominant eigenvalue of the transfer operator with respect to dynamics and potential. From that, we obtain strong consequences on the regularity of the dynamical system statistical properties, that apply in more general contexts. Indeed, we prove that the average and variance obtained from the Central Limit Theorem vary \(C^{r-1}\) with respect to the \(C^{r}\)-expanding dynamics and \(C^{r}\)-potential, and also, there is a large deviations principle exhibiting a \(C^{r-1}\) rate with respect to the dynamics and the potential. An application for multifractal analysis is given. We also obtained asymptotic formulas for the derivatives of the topological pressure and other thermodynamical quantities.

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References

  1. Avila, A., Kocsard, A.: Cohomological equations and invariant distributions for minimal circle diffeomorphisms. Duke Math. J. 158(3), 501–536 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  2. Arbieto, A., Matheus, C.: Fast decay of correlations of equilibrium states of open classes of non-uniformly expanding maps and potentials. http://www.preprint.impa.br (2006)

  3. Baladi, V.: Positive transfer operators and decay of correlations. World Scientific Publishing Co., Inc., Singapore (2000)

    Book  MATH  Google Scholar 

  4. Baladi, V., Benedicks, M., Schnellmann, D.: Whitney-Holder continuity of the SRB measure for transversal families of smooth unimodal maps. Invent. Math. 201, 773–844 (2015)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  5. Baladi, V., Smania, D.: Linear response formula for piecewise expanding unimodal maps. Nonlinearity 21, 677–711 (2008)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  6. Baladi, V., Smania, D.: Analyticity of the SRB measure for holomorphic families of quadratic-like Collet-Eckmann maps. Proc. Am. Math. Soc. 137, 1431–1437 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  7. Baladi, V., Smania, D.: Linear response for smooth deformations of generic nonuniformly hyperbolic unimodal maps. Ann. Sci. l’ENS 45(6), 861–926 (2012)

    MathSciNet  MATH  Google Scholar 

  8. Bomfim, T., Castro, A., Varandas, P.: Differentiability of thermodynamical quantities in non-uniformly expanding dynamics. Adv. Math. 292, 478–528 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  9. Bomfim, T., Varandas, P.: Multifractal analysis for weak Gibbs measures: from large deviations to irregular sets. Ergod. Theory Dyn. Sys. 37, 79–102 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  10. Bowen, R.: Equilibrium States and the Ergodic Theory of Anosov Diffeomorphisms. Lect. Notes in Math, vol. 470. Springer, Berlin (1975)

    Book  Google Scholar 

  11. Bowen, R., Ruelle, D.: The ergodic theory of Axiom A flows. Invent. Math. 29, 181–202 (1975)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  12. Butterley, O., Liverani, C.: Smooth Anosov flows: correlation spectra and stability. J. Mod. Dyn. 1, 301–322 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  13. Castro, A.: Backward inducing and exponential decay of correlations for partially hyperbolic attractors. Israel J. Math. 130, 29–75 (2002)

    Article  MathSciNet  MATH  Google Scholar 

  14. Castro, A.: Fast mixing for attractors with mostly contracting central direction. Ergod. Theory Dynam. Sys. 24, 17–44 (2004)

    Article  MathSciNet  MATH  Google Scholar 

  15. Castro, A., Nascimento, T.: Statistical properties of the maximal entropy measure for partially hyperbolic attractors. Ergod. Theory Dynam. Sys. 37(4), 1060–1101 (2017)

    Article  MathSciNet  MATH  Google Scholar 

  16. Castro, A., Varandas, P.: Equilibrium states for non-uniformly expanding maps: decay of correlations and strong stability. Ann. Inst. Henri Poincaré Anal. Non Lineaire 30(2), 225–249 (2013)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  17. Comman, H., Rivera-Letelier, J.: Large deviations principles for non-uniformly hyperbolic rational maps. Ergod. Theory Dyn. Syst. 31, 321–349 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  18. Denker, M., Kesseböhmer, M.: Thermodynamical formalism, large deviation and multifractals. Stoch. Clim. Models Prog. Probab. 49, 159–169 (2001)

    MATH  Google Scholar 

  19. Dolgopyat, D.: On differentiability of SRB states for partially hyperbolic systems. Invent. Math. 155, 389–449 (2004)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  20. Franks, J.: Manifolds of \(C^r\) mappings and applications to differentiable dynamical systems. Stud. Anal. Adv Math. Suppl. Stud. 4, 271–290 (1979)

    Google Scholar 

  21. Gouezel, S., Liverani, C.: Banach spaces adapted to Anosov systems. Ergod. Theroy Dyn. Sys. 26, 189–217 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  22. Gouezel, S., Liverani, C.: Compact locally maximal hyperbolic sets for smooth maps: fine statistical properties. J. Differ. Geom. 79(3), 433–477 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  23. Galatolo, S., Pollicott, M.: Controlling the statistical properties of expanding maps. Nonlinearity 30(7), 2737–2751 (2017)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  24. Jiang, M.: Differentiating potential functions of SRB measures on hyperbolic attractors. Ergod. Theory Dyn. Syst. 32(4), 1350–1369 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  25. Kato, T.: Perturbation Theory for Linear Operators. Classics in Mathematics. Springer, Berlin (1995)

    Book  MATH  Google Scholar 

  26. Katok, A., Knieper, G., Pollicott, M.M., Weiss, H.: Differentiability and analyticity of topological entropy for Anosov and geodesic flows. Invent. Math. 98, 581–597 (1989)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  27. Liverani, C.: Decay of correlations. Ann. Math. 142, 239–301 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  28. Liverani, C., Saussol, B., Vaienti, S.: Conformal measure and decay of correlation for covering weighted systems. Ergod. Theory Dyn. Syst. 18(6), 1399–1420 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  29. Przytycki, F., Urbanski, M.: Conformal Fractals: Ergodic Theory Methods. London Mathematical Society Lecture Note Series, vol. 371. Cambridge University Press, New York (2010)

    Book  MATH  Google Scholar 

  30. Ruelle, D.: The thermodynamic formalism for expanding maps. Commun. Math. Phys. 125, 239–262 (1989)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  31. Ruelle, D.: Differentiation of SRB states. Commun. Math. Phys. 187, 227–241 (1997)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  32. Ruelle, D.: Differentiating the absolutely contimuous invariant measure of an interval map f with respect to f. Commun. Math. Phys. 258, 445–453 (2005)

    Article  ADS  MATH  Google Scholar 

  33. Ruelle, D.: A review of linear response theory for general differentiable dynamical systems. Nonlinearity 22, 855–870 (2009)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  34. Sedro, J.: A regularity result for fixed points, with applications to linear response. Nonlinearity 31, 1417 (2017)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  35. Thompson, D.: A variational principle for topological pressure for certain non-compact sets. J. Lond. Math. Soc. 80(1), 585–602 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  36. Varandas, P., Viana, M.: Existence, uniqueness and stability of equilibrium states for non-uniformly expanding maps. Ann. l’Inst. Henri Poincaré Anal. Non Lineaire 27, 555–593 (2010)

    Article  ADS  MathSciNet  MATH  Google Scholar 

  37. Viana, M.: Stochastic Dynamics of Deterministic Systems. Colóquio Brasileiro de Matemática. Springer, Berlin (1997)

    Google Scholar 

  38. Wilkinson, A.: The cohomological equation for partially hyperbolic diffeomorphisms. Asterisque 358, 75–165 (2013)

    MathSciNet  MATH  Google Scholar 

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Acknowledgements

This work was partially supported by CNPq and Capes and is part of the first author’s PhD thesis at Federal University of Bahia. The authors are deeply grateful to P. Varandas for useful comments.

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Correspondence to Armando Castro.

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Bomfim, T., Castro, A. Linear Response, and Consequences for Differentiability of Statistical Quantities and Multifractal Analysis. J Stat Phys 174, 135–159 (2019). https://doi.org/10.1007/s10955-018-2174-y

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