Abstract
We determine a necessary and sufficient condition for the strict positive definiteness of a continuous and positive definite kernel on the torus.
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Artin, E.: Galois Theory. Edited and supplemented with a section on applications by A. N. Milgram. Notre Dame Mathematical Lectures, No. 2. University of Notre Dame, Notre Dame (1942)
Barbosa, V.S., Menegatto, V.A.: Strictly positive definite kernels on two-point compact homogeneous spaces. Math. Inequal. Appl. 19(2), 743–756 (2016)
Berg, C., Porcu, E.: From Schoenberg coefficients to Schoenberg functions. Constr. Approx. (2016). doi:10.1007/s00365-016-9323-9
Bochner, S.: Monotone Funktionen, Stieltjessche Integrale und harmonische Analyse. Math. Ann. 108(1), 378–410 (1933)
Borel, A.: Linear Algebraic Groups, 2nd edn. Graduate Texts in Mathematics, 126. Springer, New York (1991)
Cheney, E. W., Approximation using positive definite functions. In: Approximation Theory VIII (College Station, TX, 1995), vol. 1, pp. 145–168, Series Approximation Decomposition, 6, World Science Publisher, River Edge (1995)
Cheney, W., Light, W.: A Course in Approximation Theory. Reprint of the 2000 Original. Graduate Studies in Mathematics, 101. American Mathematical Society, Providence, RI (2009)
Chen, D., Menegatto, V.A., Sun, X.: A necessary and sufficient condition for strictly positive definite functions on spheres. Proc. Am. Math. Soc 131(9), 2733–2740 (2003)
Dietrich, C.R., Newsam, G.N.: Fast and exact simulation of stationary Gaussian processes through circulant embedding of the covariance matrix. SIAM J. Sci. Comput. 18(4), 1088–1107 (1997)
Gneiting, T.: Strictly and non-strictly positive definite functions on spheres. Bernoulli 19(4), 1327–1349 (2013)
Gneiting, T., Ševcková, H., Percival, D.B., Schlather, M., Jiang, Y.: Fast and exact simulation of large Gaussian lattice systems in \(\mathbb{R}^2\): exploring the limits. J. Comput. Graph. Stat. 15(3), 483–501 (2006)
Guella, J.C., Menegatto, V.A.: Strictly positive definite kernels on a product of spheres. J. Math. Anal. Appl. 435(1), 286–301 (2016)
Guella, J.C., Menegatto, V.A., Peron, A.P.: An extension of a theorem of Schoenberg to products of spheres. Banach J. Math. Anal. (2015). arXiv:1503.08174
Guella, J.C., Menegatto, V.A., Peron, A.P.: Strictly positive definite kernels on a product of circles. Positivity (2016). doi:10.1007/s11117-016-0425-1
Laurent, M.: Equations diophantiennes exponentielles. Invent. Math. 78(2), 299–327 (1984)
Menegatto, V.A., Oliveira, C.P., Peron, A.P.: Strictly positive definite kernels on subsets of the complex plane. Comput. Math. Appl. 51(8), 1233–1250 (2006)
Musin, O. R.: Positive definite functions in distance geometry. In: European Congress of Mathematics, pp. 115–134, European Mathematical Society, Zürich (2010)
Narcowich, F.J.: Generalized Hermite interpolation and positive definite kernels on a Riemannian manifold. J. Math. Anal. Appl. 190(1), 165–193 (1995)
Pinkus, A.: Strictly Hermitian positive definite functions. J. Anal. Math. 94, 293–318 (2004)
Rudin, W.: Fourier Analysis on Groups. Interscience Tracts in Pure and Applied Mathematics, No. 12. Interscience Publishers, New York (1962)
Schoenberg, I.J.: Metric spaces and positive definite functions. Trans. Am. Math. Soc. 44(3), 522–536 (1938)
Schoenberg, I.J.: Positive definite functions on spheres. Duke Math. J. 9, 96–108 (1942)
Shapiro, V.L.: Fourier Series in Several Variables with Applications to Partial Differential Equations. Applied Mathematics and Nonlinear Science Series. CRC Press, Boca Raton, FL (2011)
Wells, J.H., Williams, L.R.: Embeddings and Extensions in Analysis. Ergebnisse der Mathematik und ihrer Grenzgebiete, Band 84. Springer, New York (1975)
Wendland, H.: Scattered Data Approximation. Cambridge Monographs on Applied and Computational Mathematics, 17. Cambridge University Press, Cambridge (2005)
Wood, A.T.A., Chan, G.: Simulation of stationary Gaussian processes in \([0,1]^d\). J. Comput. Graph. Stat. 3(4), 409–432 (1994)
Acknowledgments
The authors wish to express their thanks to three anonymous referees for contributing with relevant comments and suggestions. The second author was partially supported by FAPESP, Grant \(\#\)2014/00277-5.
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Communicated by Allan Pinkus.
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Guella, J., Menegatto, V.A. Strictly Positive Definite Kernels on the Torus. Constr Approx 46, 271–284 (2017). https://doi.org/10.1007/s00365-016-9354-2
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DOI: https://doi.org/10.1007/s00365-016-9354-2
Keywords
- Positive definiteness
- Strict positive definiteness
- Torus
- Complex exponentials
- Multiple Fourier expansions