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On the Isotropic Constant of Random Polytopes with Vertices on an \(\ell _p\)-Sphere

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Abstract

The symmetric convex hull of random points that are independent and distributed according to the cone probability measure on the \(\ell _p\)-unit sphere of \({{\mathbb {R}}}^n\) for some \(1\le p < \infty \) is considered. We prove that these random polytopes have uniformly absolutely bounded isotropic constants with overwhelming probability. This generalizes the result for the Euclidean sphere \((p=2)\) obtained by Alonso-Gutiérrez. The proof requires several different tools including a probabilistic representation of the cone measure due to Schechtman and Zinn and moment estimates for sums of independent random variables with log-concave tails originating in a paper of Gluskin and Kwapień.

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References

  1. Alonso-Gutiérrez, D.: On the isotropy constant of random convex sets. Proc. Am. Math. Soc. 136(9), 3293–3300 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  2. Alonso-Gutiérrez, D.: A remark on the isotropy constant of polytopes. Proc. Am. Math. Soc. 139(7), 2565–2569 (2011)

    Article  MathSciNet  MATH  Google Scholar 

  3. Alonso-Gutirrez, D., Bastero, J., Bernus, J., Wolff, P.: On the isotropy constant of projections of polytopes. J. Funct. Anal. 258(5), 1452–1465 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  4. Alonso-Gutiérrez, D., Litvak, A.E., Tomczak-Jaegermann, N.: On the isotropic constant of random polytopes. J. Geom. Anal. 26(1), 645–662 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  5. Artstein-Avidan, S., Giannopoulos, A., Milman, V.D.: Asymptotic geometric analysis. Part I, volume 202 of Mathematical Surveys and Monographs. American Mathematical Society, Providence, RI (2015)

  6. Ball, K.: Normed spaces with a weak-Gordon-Lewis property. In: Functional analysis (Austin, TX, 1987/1989), volume 1470 of Lecture Notes in Mathematics, pp. 36–47. Springer, Berlin, (1991)

  7. Barthe, F., Guédon, O., Mendelson, S., Naor, A.: A probabilistic approach to the geometry of the \(l^n_p\)-ball. Ann. Probab. 33(2), 480–513 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  8. Bobkov, S.G., Nazarov, F.L.: Large deviations of typical linear functionals on a convex body with unconditional basis. In: Stochastic inequalities and applications, volume 56 of Progress in Probability, pp. 3–13. Birkhäuser, Basel (2003)

  9. Böröczky, K.J., Fodor, F., Hug, D.: Intrinsic volumes of random polytopes with vertices on the boundary of a convex body. Trans. Am. Math. Soc. 365(2), 785–809 (2013)

    Article  MathSciNet  MATH  Google Scholar 

  10. Bourgain, J.: On high-dimensional maximal functions associated to convex bodies. Am. J. Math. 108(6), 1467–1476 (1986)

    Article  MathSciNet  MATH  Google Scholar 

  11. Bourgain, J.: On the distribution of polynomials on high dimensional convex sets. In: Geometric aspects of functional analysis, volume 1469 of Lecture Notes in Mathematics, pp. 127–137. Springer, Berlin (1991)

  12. Bourgain, J., Lindenstrauss, J., Milman, V.D.: Minkowski sums and symmetrizations. In: Geometric aspects of functional analysis, volume 1317 of Lecture Notes in Mathematics, pp. 44–74. Springer, Berlin (1988)

  13. Brazitikos, S., Giannopoulos, A., Valettas, P., Vritsiou, B.-H.: Geometry of Isotropic Convex Bodies. Mathematical Surveys and Monographs, vol. 196. American Mathematical Society, Providence, RI (2014)

    MATH  Google Scholar 

  14. Dafnis, N., Giannopoulos, A., Tsolomitis, A.: Asymptotic shape of a random polytope in a convex body. J. Funct. Anal. 257(9), 2820–2839 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  15. Dafnis, N., Giannopoulos, A., Guédon, O.: On the isotropic constant of random polytopes. Adv. Geom. 10(2), 311–322 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  16. Giannopoulos, A., Hioni, L., Tsolomitis, A.: Asymptotic shape of the convex hull of isotropic log-concave random vectors. Adv. Appl. Math. 75, 116–143 (2016)

    Article  MathSciNet  MATH  Google Scholar 

  17. Gluskin, E.D.: The diameter of the Minkowski compactum is roughly equal to \(n\). Funktsional. Anal. Prilozhen. 15(1), 72–73 (1981)

    MathSciNet  MATH  Google Scholar 

  18. Gluskin, E.D., Kwapień, S.: Tail and moment estimates for sums of independent random variables with logarithmically concave tails. Stud. Math. 114(3), 303–309 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  19. Hensley, D.: Slicing convex bodies–bounds for slice area in terms of the body’s covariance. Proc. Am. Math. Soc. 79(4), 619–625 (1980)

    MathSciNet  MATH  Google Scholar 

  20. Hörrmann, J., Hug, D.: On the volume of the zero cell of a class of isotropic Poisson hyperplane tessellations. Adv. Appl. Probab. 46, 622–642 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  21. Hörrmann, J., Hug, D., Reitzner, M., Thäle, C.: Poisson polyhedra in high dimensions. Adv. Math. 281, 1–39 (2015)

    Article  MathSciNet  MATH  Google Scholar 

  22. Junge, M.: Hyperplane conjecture for quotient spaces of lp. Forum Math. 6(5), 617–636 (1994)

    MathSciNet  MATH  Google Scholar 

  23. Klartag, B.: On convex perturbations with a bounded isotropic constant. Geom. Funct. Anal. 16(6), 1274–1290 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  24. Klartag, B., Kozma, G.: On the hyperplane conjecture for random convex sets. Israel J. Math. 170, 253–268 (2009)

    Article  MathSciNet  MATH  Google Scholar 

  25. Klartag, B., Milman, E.: Centroid bodies and the logarithmic Laplace transform—a unified approach. J. Funct. Anal. 262(1), 10–34 (2012)

    Article  MathSciNet  MATH  Google Scholar 

  26. König, H., Meyer, M., Pajor, A.: The isotropy constants of the Schatten classes are bounded. Math. Ann. 312(4), 773–783 (1998)

    Article  MathSciNet  MATH  Google Scholar 

  27. Milman, V.D., Pajor, A.: Isotropic position and inertia ellipsoids and zonoids of the unit ball of a normed \(n\)-dimensional space. In: Geometric aspects of functional analysis (1987–1988), volume 1376 of Lecture Notes in Mathematics, pp. 64–104. Springer, Berlin (1989)

  28. Naor, A.: The surface measure and cone measure on the sphere of \(\ell _p^n\). Trans. Am. Math. Soc. 359(3), 1045–1079 (2007)

    Article  MATH  Google Scholar 

  29. Naor, A., Romik, D.: Projecting the surface measure of the sphere of \(\ell _p^n\). Ann. Inst. H. Poincaré Probab. Stat. 39(2), 241–261 (2003)

    Article  MATH  Google Scholar 

  30. Paouris, G.: Concentration of mass and central limit properties of isotropic convex bodies. Proc. Am. Math. Soc. 133(2), 565–575 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  31. Paouris, G.: On the \(\psi _2 \)-behaviour of linear functionals on isotropic convex bodies. Stud. Math. 168, 285–299 (2005)

    Article  MATH  Google Scholar 

  32. Paouris, G.: Concentration of mass on convex bodies. Geom. Funct. Anal. 16(5), 1021–1049 (2006)

    Article  MathSciNet  MATH  Google Scholar 

  33. Pivovarov, P.: On determinants and the volume of random polytopes in isotropic convex bodies. Geom. Dedicata 149(1), 45–58 (2010)

    Article  MathSciNet  MATH  Google Scholar 

  34. Rachev, S.T., Rüschendorf, L.: Approximate independence of distributions on spheres and their stability properties. Ann. Probab. 19(3), 1311–1337 (1991)

    Article  MathSciNet  MATH  Google Scholar 

  35. Reitzner, M.: Random points on the boundary of smooth convex bodies. Trans. Am. Math. Soc. 354(6), 2243–2278 (2002). (electronic)

    Article  MathSciNet  MATH  Google Scholar 

  36. Reitzner, M.: Random polytopes and the Efron–Stein jackknife inequality. Ann. Probab. 31(4), 2136–2166 (2003)

    Article  MathSciNet  MATH  Google Scholar 

  37. Richardson, R.M., Vu, V.H., Wu, L.: An inscribing model for random polytopes. Discret. Comput. Geom. 39(1–3), 469–499 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  38. Schechtman, G., Zinn, J.: On the volume of the intersection of two \(L^n_p\) balls. Proc. Am. Math. Soc. 110(1), 217–224 (1990)

    MathSciNet  MATH  Google Scholar 

  39. Schechtman, G., Zinn, J.: Geometric Aspects of Functional Analysis: Israel Seminar 1996–2000, Chapter Concentration on the \(\ell _p^n\) ball, pages 245–256. Springer, Berlin (2000)

  40. Schütt, C., Werner, E.: Polytopes with vertices chosen randomly from the boundary of a convex body. In: Geometric aspects of functional analysis, volume 1807 of Lecture Notes in Mathematics, pp. 241–422. Springer, Berlin (2003)

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Acknowledgements

We would like to thank David Alonso-Gutiérrez and Apostolos Giannopoulos for useful conversations and interesting hints and remarks. We would also like to thank an anonymous referee for many helpful suggestions and especially for pointing us to an error in an earlier version of this manuscript. The financial support of the Mercator Research Center Ruhr has made possible a research stay of the second author at Ruhr University Bochum.

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Correspondence to Christoph Thäle.

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Hörrmann, J., Prochno, J. & Thäle, C. On the Isotropic Constant of Random Polytopes with Vertices on an \(\ell _p\)-Sphere. J Geom Anal 28, 405–426 (2018). https://doi.org/10.1007/s12220-017-9826-z

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  • DOI: https://doi.org/10.1007/s12220-017-9826-z

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