Entropy and Widths of Multiplier Operators on Two-Point Homogeneous Spaces
- 131 Downloads
- 8 Citations
Abstract
In this article we continue the development of methods of estimating n-widths and entropy of multiplier operators begun in 1992 by A. Kushpel (Fourier Series and Their Applications, pp. 49–53, 1992; Ukr. Math. J. 45(1):59–65, 1993). Our main aim is to give an unified treatment for a wide range of multiplier operators Λ on symmetric manifolds. Namely, we investigate entropy numbers and n-widths of decaying multiplier sequences of real numbers \(\varLambda=\{\lambda_{k}\}_{k=1}^{\infty}\), |λ 1|≥|λ 2|≥⋯, \(\varLambda:L_{p}(\mathbb{M}^{d}) \rightarrow L_{q}(\mathbb{M}^{d})\) on two-point homogeneous spaces \(\mathbb{M}^{d}\): \(\mathbb{S}^{d}\), ℙ d (ℝ), ℙ d (ℂ), ℙ d (ℍ), ℙ16(Cay). In the first part of this article, general upper and lower bounds are established for entropy and n-widths of multiplier operators. In the second part, different applications of these results are presented. In particular, we show that these estimates are order sharp in various important situations. For example, sharp order estimates are found for function sets with finite and infinite smoothness. We show that in the case of finite smoothness (i.e., |λ k |≍k −γ (lnk)−ζ, γ/d>1, ζ≥0, k→∞), we have \(e_{n}(\varLambda U_{p}(\mathbb{S}^{d}), L_{q}(\mathbb{S}^{d})) \ll d_{n}(\varLambda U_{p}(\mathbb{S}^{d}), L_{q}(\mathbb{S}^{d}))\), n→∞, but in the case of infinite smoothness (i.e., \(|\lambda_{k}| \asymp e^{-\gamma k^{r}}\), γ>0, 0<r≤1, k→∞), we have \(e_{n}(\varLambda U_{p}(\mathbb{S}^{d}), L_{q}(\mathbb{S}^{d})) \gg d_{n}(\varLambda U_{p}(\mathbb{S}^{d}), L_{q}(\mathbb{S}^{d}))\), n→∞ for different p and q, where \(U_{p}(\mathbb{S}^{d})\) denotes the closed unit ball of \(L_{p}(\mathbb{S}^{d})\).
Keywords
Homogeneous space Sphere Width Entropy Multiplier Smooth functionMathematics Subject Classification (2000)
41A46 42B15 46E35Notes
Acknowledgement
A. Kushpel was supported in part by FAPESP/Brazil, Grant 03/10393-8 and 07/56162-8.
References
- 1.Birman, M.S., Solomyak, M.Z.: Piecewise polynomial approximations of functions of classes \(W^{\alpha}_{p}\). Mat. Sb. (N.S.) 73(115), 331–355 (1967) MathSciNetGoogle Scholar
- 2.Bordin, B., Kushpel, A., Levesley, J., Tozoni, S.: n-Widths of multiplier operators on two-point homogeneous spaces. In: Chui, C., Schumaker, L.L. (eds.) Approximation Theory IX, vol. 1, Theoretical Aspects, pp. 23–30. Vanderbilt University Press, Nashville (1998) Google Scholar
- 3.Bordin, B., Kushpel, A., Levesley, J., Tozoni, S.: Estimates of n-widths of Sobolev’s classes on compact globally symmetric spaces of rank 1. J. Funct. Anal. 202, 307–326 (2003) MathSciNetMATHCrossRefGoogle Scholar
- 4.Bourgain, J., Lindenstrauss, J., Milman, V.: Approximation of zonoids by zonotopes. Acta Math. 162, 73–141 (1989) MathSciNetMATHCrossRefGoogle Scholar
- 5.Carl, B.: Entropy numbers, s-numbers and eigenvalue problems. J. Funct. Anal. 41(3), 290–306 (1981) MathSciNetMATHCrossRefGoogle Scholar
- 6.Cartan, E.: Sur la determination d’un systeme orthogonal complet dans un espace de Riemann symetrique clos. Rend. Circ. Mat. Palermo 53, 217–252 (1929) CrossRefGoogle Scholar
- 7.Edmunds, D.E., Triebel, H.: Entropy numbers and approximation numbers in function spaces. Proc. Lond. Math. Soc. 58(1), 137–152 (1989) MathSciNetMATHCrossRefGoogle Scholar
- 8.Edmunds, D.E., Triebel, H.: Function Spaces, Entropy Numbers, Differential Operators. Cambridge University Press, Cambridge (1996) MATHCrossRefGoogle Scholar
- 9.Figiel, T., Lindenstrauss, J., Milman, V.D.: The dimension of almost spherical sections of convex bodies. Acta Math. 139(1), 53–94 (1977) MathSciNetMATHCrossRefGoogle Scholar
- 10.Gangolli, R.: Positive definite kernels on homogeneous spaces and certain stochastic processes related to Lévy’s Browian motion of several parameters. Ann. Inst. Henri Poincaré, Sect. B (N.S.) 3, 121–226 (1967) MathSciNetMATHGoogle Scholar
- 11.Helgason, S.: The Radon transform on Euclidean spaces, compact two-point homogeneous spaces and Grassmann manifolds. Acta Math. 113, 153–180 (1965) MathSciNetMATHCrossRefGoogle Scholar
- 12.Helgason, S.: Differential Geometry and Symmetric Spaces. Academic Press, New York (1962) MATHGoogle Scholar
- 13.Kahane, J.P.: Some Random Series of Functions. Heath Math. Monographs. Heath, Lexington (1968) MATHGoogle Scholar
- 14.Kashin, B.S., Tzafriri, L.A.: Lower bound for the maximum of a stochastic process. Math. Notes - Ross. Akad., 56(6), 1306–1308 (1994) MathSciNetMATHGoogle Scholar
- 15.Koornwinder, T.: The addition formula for Jacobi polynomials and spherical harmonics. SIAM J. Appl. Math. 25(2), 236–246 (1973) MathSciNetMATHCrossRefGoogle Scholar
- 16.Kushpel, A.: On an estimate of Levy means and medians of some distributions on a sphere. In: Fourier Series and Their Applications, pp. 49–53. Inst. of Math., Kiev (1992) Google Scholar
- 17.Kushpel, A.: Estimates of Bernstein’s widths and their analogs. Ukr. Math. J. 45(1), 59–65 (1993) MathSciNetMATHGoogle Scholar
- 18.Kushpel, A., Levesley, J., Wilderotter, K.: On the asymptotically optimal rate of approximation of multiplier operators from L p into L q. Constr. Approx. 14(2), 169–185 (1998) MathSciNetMATHCrossRefGoogle Scholar
- 19.Kushpel, A.K.: Estimates of entropy numbers of multiplier operators with slowly decaying coefficients. In: 48th Seminário Brasileiro de Análise, Petrópolis, RJ, pp. 711–722 (1998) Google Scholar
- 20.Kushpel, A.: Levy means associated with two-point homogeneous spaces and applications. In: 49th Seminário Brasileiro de Análise, Campinas, SP, pp. 807–823 (1999) Google Scholar
- 21.Kushpel, A.: Estimates of n-widths and ϵ-entropy of Sobolev’s sets on compact globally symmetric spaces of rank 1. In: 50th Seminário Brasileiro de Análise, São Paulo, SP, pp. 53–66 (1999) Google Scholar
- 22.Kushpel, A.: n-Widths of Sobolev’s classes on compact globally symmetric spaces of rank 1. In: Kopotun, K., Lyche, T., Neamtu, M. (eds.) Trends in Approximation Theory, pp. 203–212. Vanderbilt University Press, Nashville (2001) Google Scholar
- 23.Kushpel, A., Tozoni, S.A.: Sharp orders of n-widths of Sobolev’s classes on compact globally symmetric spaces of rank 1. In: 54th Seminário Brasileiro de Análise, São José do Rio Preto, SP, pp. 293–303 (2001) Google Scholar
- 24.Kushpel, A., Tozoni, S.A.: On the problem of optimal reconstruction. J. Fourier Anal. Appl. 13(4), 459–475 (2007) MathSciNetMATHCrossRefGoogle Scholar
- 25.Kwapień, S.: Isomorphic characterizations of inner product spaces by orthogonal series with vector valued coefficients. Stud. Math. 44, 583–595 (1972) MATHGoogle Scholar
- 26.Morimoto, M.: Analytic Functionals on the Sphere. Translations of Mathematical Monographs, vol. 178. Am. Math. Soc., Providence (1998) MATHGoogle Scholar
- 27.Pajor, A., Tomczak-Jaegermann, N.: Subspaces of small codimension of finite-dimensional Banach spaces. Proc. Am. Math. Soc. 97, 637–642 (1986) MathSciNetMATHCrossRefGoogle Scholar
- 28.Pietsch, A.: Operator Ideals, North-Holland, Amsterdam (1980) MATHGoogle Scholar
- 29.Pinkus, A.: n-Widths in Approximation Theory. Springer, Berlin, (1985) MATHGoogle Scholar
- 30.Pisier, G.: The Volume of Convex Bodies and Banach Space Geometry. Cambridge University Press, London (1989) MATHCrossRefGoogle Scholar
- 31.Schwartz, L.: Théorie des distributions, Vols. I, II. Hermann, Paris (1950/51) Google Scholar
- 32.Sobolev, S.L.: Introduction to the Theory of Cubature Formulas. Nauka, Moscow (1974) Google Scholar
- 33.Szegö, G.: Orthogonal Polynomials. Am. Math. Soc., New York (1939) Google Scholar
- 34.Triebel, H.: Interpolation Theory, Function Spaces, Differential Operators. VEB/North-Holland, Berlin/Amsterdam (1978) Google Scholar
- 35.Triebel, H.: Theory of Function Spaces. Geest & Portig/Birkhäuser, Leipzig/Basel (1983) CrossRefGoogle Scholar
- 36.Triebel, H.: Theory of Function Spaces II. Birkhäuser, Basel (1992) MATHCrossRefGoogle Scholar
- 37.Wang, H.C.: Two-point homogeneous spaces. Ann. Math. 55, 177–191 (1952) MATHCrossRefGoogle Scholar