Abstract
Smooth parametrization consists in a subdivision of the mathematical objects under consideration into simple pieces, and then parametric representation of each piece, while keeping control of high order derivatives. The main goal of the present paper is to provide a short overview of some results and open problems on smooth parametrization and its applications in several apparently rather separated domains: smooth dynamics, diophantine geometry, approximation theory, and computational geometry. The structure of the results, open problems, and conjectures in each of these domains shows in many cases a remarkable similarity, which we try to stress. Sometimes this similarity can be easily explained, sometimes the reasons remain somewhat obscure, and it motivates some natural questions discussed in the paper. We present also some new results, stressing interconnection between various types and various applications of smooth parametrization.
Similar content being viewed by others
References
Alberti, L., Mourrain, B., Tecourt, J.-P.: Isotopic triangulation of a real algebraic surface. J. Symb. Comput. 44(9), 1291–1310 (2009)
Baran, M., Pleśniak, W.: Bernstein and van der Corput–Shaake type inequalities on semialgebraic curves. Stud. Math. 125(1), 83–96 (1997)
Baran, M., Pleśniak, W.: Polynomial inequalities on algebraic sets. Stud. Math. 141(3), 209–219 (2000)
Baran, M., Pleśniak, W.: Characterization of compact subsets of algebraic varieties in terms of Bernstein type inequalities. Stud. Math. 141(3), 221–234 (2000)
Batenkov, D., Yomdin, Y.: Taylor Domination, Turán Lemma, and Poincaré–Perron Sequences. In: Nonlinear Analysis and Optimization. Contemporary Mathematics, AMS (to appear)
Batenkov, D., Yomdin, Y.: Geometry and singularities of the Prony mapping. J. Singul. 10, 1–25 (2014)
Benedetti, R., Risler, J.J.: Real algebraic and semi-algebraic sets. In: Actualites Mathematiques. Hermann, Paris (1990)
Bierstone, E., Milman, P.: Semianalytic and subanalytic sets. IHES Publ. Math. 67, 5–42 (1988)
Bierstone, E., Grigoriev, D., Wlodarczyk, J.: Effective Hironaka resolution and its complexity. Asian J. Math. 15(2), 193–228 (2011)
Bombieri, E., Pila, J.: The number of integral points on arcs and ovals. Duke Math. J. 59(2), 337–357 (1989)
Bos, L., Levenberg, N., Milman, P., Taylor, B.A.: Tangential Markov inequalities characterize algebraic submanifolds of \(C^n\). Indiana Univ. Math. J. 44, 115–137 (1995)
Bos, L., Levenberg, N., Milman, P., Taylor, B.A.: Tangential Markov inequalities on real algebraic varieties. Indiana Univ. Math. J. 47(4), 1257–1272 (1998)
Bos, L.P., Brudnyi, A., Levenberg, N.: On polynomial inequalities on exponential curves in \(\mathbb{C}^n\). Constr. Approx. 31(1), 139–147 (2010)
Bourgain, J., Goldstein, M., Schlag, W.: Anderson localization for Schrodinger operators on \(Z^2\) with quasi-periodic potential. Acta Math. 188, 41–86 (2002)
Brudnyi, A.: On local behavior of holomorphic functions along complex submanifolds of \({\mathbb{C}}^N\). Invent. Math. 173(2), 315–363 (2008)
Brudnyi, A., Yomdin, Y.: Norming Sets and related Remez-type Inequalities (2013, preprint). arXiv:1312.6050
Burguet, D.: A proof of Yomdin–Gromov’s algebraic lemma. Isr. J. Math. 168, 291–316 (2008)
Burguet, D.: Quantitative Morse–Sard theorem via algebraic lemma. C. R. Math. Acad. Sci. Paris 349(7–8), 441–443 (2011)
Burguet, D.: Existence of measures of maximal entropy for \(C^r\) interval maps. Proc. Am. Math. Soc. 142(3), 957–968 (2014)
Burguet, D., Liao, G., Yang, J.: Asymptotic h-expansiveness rate of \(C^\infty \) maps (2014, preprint)
Butler, L.: Some cases of Wilkie’s conjecture. Bull. Lond. Math. Soc. 44(4), 642–660 (2012)
Cluckers, R., Comte, G., Loeser, F.: Non-archimedean Yomdin–Gromov parametrization and points of bounded height (preprint). arXiv:1404.1952v1
Coman, D., Poletsky, E.A.: Transcendence measures and algebraic growth of entire functions. Invent. Math. 170, 103–145 (2007)
Coman, D., Poletsky, E.A.: Polynomial estimates, exponential curves and Diophantine approximation. Math. Res. Lett. 17, 1125–1136 (2010)
De Thelin, H., Vigny, G.: Entropy of meromorphic maps and dynamics of birational maps. Mem. Soc. Math. Fr. (N.S.) 122, vi+98 pp (2010)
Diatta, D.N., Mourrain, B., Ruatta, O.: On the isotopic meshing of an algebraic implicit surface. J. Symb. Comput. 47(8), 903–925 (2012)
Van den Dries, L.: Tame topology and O-minimal structures. In: London Mathematical Society Lecture Note Series, vol. 248. Cambridge University Press, Cambridge (1998)
Elihai, Y., Yomdin, Y.: Flexible high order discretization of geometric data for global motion planning, Theor. Comput. Sci. A 157, 53–77 (1996)
Fisher, A.: \(O\)-minimal, \(\Lambda ^m\)-regular stratification. Ann. Pure Appl. Log. 147, 101–112 (2007)
Grigoriev, D., Milman, P.D.: Nash resolution for binomial varieties as Euclidean division. A priori termination bound, polynomial complexity in essential dimension 2. Adv. Math. 231(6), 3389–3428 (2012)
Gromov, M.: Entropy, homology and semialgebraic geometry (after Y. Yomdin). Séminaire Bourbaki, vol. 1985/86
Gromov, M.: Spectral geometry of semi-algebraic sets. Ann. Inst. Fourier (Grenoble) 42(1–2), 249–274 (1992)
Guedj, V.: Entropie topologique des applications méromorphes. Ergod. Theory Dyn. Syst. 25, 1847–1855 (2005)
Haviv, D., Yomdin, Y.: Uniform approximation of near-singular surfaces. Theor. Comput. Sci. 392(1–3), 92–100 (2008)
Hayman, W.K.: Multivalent Functions, 2nd edn. Cambridge University Press, Cambridge (1994)
Hironaka, H.: Triangulations of algebraic sets. Proc. Symp. Pure Math. Am. Math. Soc. 29, 165–185 (1975)
Ishii, Y., Sands, D.: On some conjectures concerning the entropy of Lozi maps (2013, preprint)
Jones, G.O., Thomas, M.E.M.: The density of algebraic points on certain Pfaffian surfaces. Q. J. Math. 63, 637–651 (2012)
Jones, G.O., Miller, D.J., Thomas, M.E.M.: Mildness and the density of rational points on certain transcendental curves. Notre Dame J. Form. Log. 52(1), 67–74 (2011)
Liao, G.: Entropy of analytic maps (2012, preprint)
Liao, G., Viana, M., Yang, J.: The entropy conjecture for diffeomorphisms away from tangencies. J. Eur. Math. Soc. 15(6), 2043–2060 (2013)
McMullen, C.: Entropy on Riemann surfaces and the Jacobians of finite covers. Comment. Math. Helv. 88(4), 953–964 (2013)
Marmon, O.: A generalization of the Bombieri–Pila determinant method. Zap. Nauchn. Sem. S.-Peterburg. Otdel. Mat. Inst. Steklov. (POMI) 377 (2010), Issledovaniya po Teorii Chisel. 10, 63–77, 242 [Translation in J. Math. Sci. (N. Y.) 171(6), 736–744 (2010)]
Masser, D.: Rational values of the Riemann zeta function. J. Number Theory 131, 2037–2046 (2011)
Milnor, J.: Is entropy effectively computable?, in a site “Open Problems in Dynamics and Ergodic Theory”. http://iml.univ-mrs.fr/kolyada/opds/
Moncet, A.: Real versus complex volumes on real algebraic surfaces. Int. Math. Res. Not. 2012(16), 3723–3762
Mourrain, B., Wintz, J.: A subdivision method for arrangement computation of semi-algebraic curves. In: Nonlinear Computational Geometry, pp. 165-187, The IMA Volumes in Mathematics and its Applications, vol. 151, Springer, New York (2010)
Narayan, K.L.: Computer Aided Design and Manufacturing. Prentice Hall of India, New Delhi (2008)
Newhouse, S.: Entropy and volume. Ergod. Theory Dyn. Syst. 8 \(^*\)(Charles Conley Memorial Issue), 283–299 (1988)
Newhouse, S.: Continuity properties of entropy. Ann. Math. (2) 129(2), 215–235 (1989)
Newhouse, S., Berz, M., Grote, J., Makino, K.: On the estimation of topological entropy on surfaces. In: Geometric and Probabilistic Structures in Dynamics, pp. 243–270. Contemporary Mathematics, vol. 469. American Mathematical Society, Providence (2008)
Nonlinear Computational Geometry. In: Emeris, I.Z., Theobald, Th., Sottile, F. (eds.) The IMA Volumes in Mathematics and its Applications, vol. 151. Springer, New York (2010)
Pierzchala, R.: Remez-type inequality on sets with cusps (2012, preprint)
Pierzchala, R.: Markov’s inequality in the o-minimal structure of convergent generalized power series. Adv. Geom. 12(4), 647–664 (2012)
Pierzchala, R.: UPC condition in polynomially bounded o-minimal structures. J. Approx. Theory 132(1), 25–33 (2005)
Pila, J.: Geometric postulation of a smooth function and the number of rational points. Duke Math. J. 63, 449–463 (1991)
Pila, J.: Geometric and arithmetic postulation of the exponential function. J. Aust. Math. Soc. Ser. A 54, 111–127 (1993)
Pila, J.: Integer points on the dilation of a subanalytic surface. Q. J. Math. 55(Part 2), 207–223 (2004)
Pila, J.: Rational points on a subanalytic surface. Annales De l’Institut Fourier, Grenoble 55(5), 1501–1516 (2005)
Pila, J.: Mild parametrization and the rational points on a Pfaff curve. Commentarii Mathematici Universitatis Sancti Pauli 55, 1–8 (2006)
Pila, J.: On the algebraic points of a definable set. Sel. Math. N. S. 15, 151–170 (2009)
Pila, J.: Counting rational points on a certain exponential-algebraic surface. Annales De l’Institut Fourier, Grenoble 60(2), 489–514 (2010)
Pila, J., Wilkie, A.J.: The rational points of a definable set. Duke Math. J. 133(3), 591–616 (2006)
Remez, E.J.: Sur une propriete des polynomes de Tchebycheff. Comm. Inst. Sci. Kharkov 13, 93–95 (1936)
Roytvarf, N., Yomdin, Y.: Bernstein classes. Annales De l’Institut Fourier, Grenoble 47(3), 825–858 (1997)
Scanlon, T.: Counting special points: logic, diophantine geometry, and transcendence theory. Bull. AMS 49(1), 51–71 (2012)
Scanlon, T.: A Euclidean Skolem–Mahler–Lech–Chabauty method. Math. Res. Lett. 18(5), 833–842 (2011)
Thomas, M.E.M.: An o-minimal structure without mild parameterization. Ann. Pure Appl. Log. 162(6), 409–418 (2011)
Thomas, M.E.M.: Convergence results for function spaces over o-minimal structures. J. Log. Anal. 4, Paper 1, 14 pp (2012)
Wilkie, A.J.: Model completeness results for expansions of the ordered field of real numbers by restricted Pfaffian functions and the exponential function. J. Am. Math. Soc. 9, 1051–1094 (1996)
Wittig, A., Berz, M., Grote, J., Makino, K., Newhouse, S.: Rigorous and accurate enclosure of invariant manifolds on surfaces. Regul. Chaotic Dyn. 15(2–3), 107–126 (2010)
Xu, G., Mourrain, B., Duvigneau, R., Galligo, A.: Parameterization of computational domain in isogeometric analysis: methods and comparison. Comput. Methods Appl. Mech. Eng. 200(23–24), 2021–2031 (2011)
Xu, G., Mourrain, B., Duvigneau, R., Galligo, A.: Analysis-suitable volume parameterization of multi-block computational domain in isogeometric applications. Comput. Aided Des. 45(2), 395–404 (2013)
Xu, G., Mourrain, B., Duvigneau, R., Galligo, A.: Optimal analysis-aware parameterization of computational domain in 3D isogeometric analysis. Comput. Aided Des. 45(4), 812–821 (2013)
Yomdin, Y.: Volume growth and entropy. Isr. J. Math. 57(3), 285–300 (1987)
Yomdin, Y.: \(C^k\)-resolution of semialgebraic sets and mappings. Isr. J. Math. 57(3), 301–317 (1987)
Yomdin, Y.: Local complexity growth for iterations of real analytic mappings and semi-continuity moduli of the entropy. Ergod. Theory Dyn. Syst. 11, 583–602 (1991)
Yomdin, Y.: Semialgebraic complexity of functions. J. Complex. 21(1), 111–148 (2005)
Yomdin, Y.: Some quantitative results in singularity theory. Ann. Polon. Math. 87, 277–299 (2005)
Yomdin, Y.: Generic singularities of surfaces, singularity theory. World Scientific Publishing, Hackensack (2007)
Yomdin, Y.: Analytic reparametrization of semialgebraic sets. J. Complex. 24(1), 54–76 (2008)
Yomdin, Y.: Remez-type inequality for discrete sets. Isr. J. Math. 186, 45–60 (2011)
Yomdin, Y.: Generalized Remez inequality for \((s, p)\)-valent functions (2013, preprint). arXiv:1102.2580
Yomdin, Y., Comte, G.: Tame geometry with application in smooth analysis. In: Lecture Notes in Mathematics, vol. 1834. Springer, Berlin (2004)
Acknowledgments
The author would like to thank D. Burguet, G. Comte, O. Friedland, Y. Ishii, G. Jones, G. Liao, P. Milman, B. Mourrain, J. Pila, R. Pierzchava, M. Thomas, A. Wilkie for useful discussions, and for explaining him some topics presented below. Special thanks belong to RIMS Institute, Kyoto, and to the organizers of the conference there in July 2013 on semi-algebraic techniques in Dynamics, which inspired a good part of this paper.
Author information
Authors and Affiliations
Corresponding author
Additional information
This research was supported by the ISF, Grant No. 779/13, and by the Yeda-Sela Foundation.
About this article
Cite this article
Yomdin, Y. Smooth parametrizations in dynamics, analysis, diophantine and computational geometry. Japan J. Indust. Appl. Math. 32, 411–435 (2015). https://doi.org/10.1007/s13160-015-0176-6
Received:
Revised:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13160-015-0176-6