×

Approximation results by multivariate sampling Kantorovich series in Musielak-Orlicz spaces. (English) Zbl 1540.41040

Summary: In this paper we study the theory of the so-called multivariate sampling Kantorovich operators in the general frame of the Musielak-Orlicz spaces. The main result in this context is a modular convergence theorem, that can be proved by density arguments. Several concrete cases of Musielak-Orlicz spaces and of kernel functions are presented and discussed.

MSC:

41A35 Approximation by operators (in particular, by integral operators)
46E35 Sobolev spaces and other spaces of “smooth” functions, embedding theorems, trace theorems
Full Text: DOI

References:

[1] M. G. Armentano. Error estimates in Sobolev spaces for moving least square approximations. SIAM J. Numer. Anal., 39(1):38-51, 2001. · Zbl 1001.65014
[2] A. Abdurexit, T. N. Bekjan. Noncommutative Orlicz modular spaces associated with growth functions. Banach J. Math. Anal., 9(4): 115-125, 2015. · Zbl 1322.46039
[3] T. Acar, A. Alotaibi, S.A. Mohiuddine. Construction of new family of Bernstein-Kantorovich operators. Math. Methods Applied Sci., 40(3): https://doi.org/10.1002/mma.4559, 2017. · Zbl 1387.41008 · doi:10.1002/mma.4559
[4] P.N. Agrawal, B. Baxhaku. Degree of approximation for bivariate extension of Chlodowsky-type q-Bernstein-Stancu-Kantorovich operators. Appl. Math. Comp. 306: 56-72, 2017. · Zbl 1411.41007
[5] G. Allasia, R. Cavoretto, A. De Rossi. A class of spline functions for landmark-based image registration. Math. Methods Appl. Sci. 35: 923-934, 2012 . · Zbl 1256.94009
[6] L. Angeloni, D. Costarelli, G. Vinti. A characterization of the convergence in variation for the generalized sampling series. Annales Academiae Scientiarum Fennicae Mathematica, 43: 755-767, 2018. · Zbl 1405.41010
[7] L. Angeloni, D. Costarelli, G. Vinti. A characterization of the absolute continuity in terms of convergence in variation for the sampling Kantorovich operators. In print: Mediterranean J. Math., DOI: 10.1007/s00009-019-1315-0, 2019. · Zbl 1414.41009 · doi:10.1007/s00009-019-1315-0
[8] L. Angeloni, G. Vinti. Convergence in variation and rate of approximation for nonlinear integral operators of convolution type. Res. Math., 49(1-2): 1-23, 2006. · Zbl 1110.41006
[9] L. Angeloni, G. Vinti. Convergence and rate of approximation for linear integral operators in BV ϕ -spaces in multidimensional setting. J. Math. Anal. Appl., 349(2): 317-334, 2009. · Zbl 1154.26017
[10] F. Asdrubali, G. Baldinelli, F. Bianchi, D. Costarelli, A. Rotili, M. Seracini, G. Vinti. Detection of thermal bridges from thermographic images by means of image processing approximation algorithms. Appl. Math. Comput., 317: 160-171, 2018. · Zbl 1426.94008
[11] F. Asdrubali, G. Baldinelli, F. Bianchi, D. Costarelli, L. Evangelisti, A. Rotili, M. Seracini, G. Vinti. A model for the improvement of thermal bridges quantitative assessment by infrared thermography. Appl. Energy, 211: 854-864, 2018.
[12] C. Bardaro, P.L. Butzer, R.L. Stens, G. Vinti. Kantorovich-type generalized sampling series in the setting of Orlicz spaces. Sampl. Theory Signal Image Proc., 6(1): 29-52, 2007. · Zbl 1156.41307
[13] C. Bardaro, H. Karsli, G. Vinti. On pointwise convergence of linear integral operators with homogeneous kernels. Integral Trans. Special Funct., 19(6): 429-439, 2008. · Zbl 1156.41006
[14] C. Bardaro, I. Mantellini. On convergence properties for a class of Kantorovich discrete operators. Num. Funct. Anal. Opt., 33(4): 374-396, 2012. · Zbl 1267.41021
[15] C. Bardaro, J. Musielak, G. Vinti. Nonlinear Integral Operators and Applications. De Gruyter Series in Nonlinear Analysis and Applications, New York, Berlin, 9: 2003. · Zbl 1030.47003
[16] C. Bardaro, G. Vinti. Some estimates of certain integral operators in generalized fractional Orlicz classes. Num. Funct. Anal. Optim., 12(5&6): 443-453, 1991. · Zbl 0772.47027
[17] B. Bartoccini, D. Costarelli, G. Vinti. Extension of saturation theorems for the sampling Kantorovich operators. In print in: Complex Analysis and Operator Theory, DOI: 10.1007/s11785-018-0852-z: 2018. · doi:10.1007/s11785-018-0852-z:2018
[18] L. Bezuglaya, V. Katsnelson. The sampling theorem for functions with limited multi-band spectrum I. Zeitschrift für Analysis und ihre Anwendungen, 12: 511-534, 1993. · Zbl 0786.30019
[19] A. Boccuto, X. Dimitriou. Modular convergence theorems for integral operators in the context of filter exhaustiveness and applications. Mediterranean J. Math., 10(2): 823-842, 2013. · Zbl 1266.41017
[20] P.L. Butzer. A survey of the Whittaker-Shannon sampling theorem and some of its extensions. J. Math. Res. Exposition, 3: 185-212, 1983. · Zbl 0523.94003
[21] P.L. Butzer, R.J. Nessel. Fourier Analysis and Approximation I. Academic Press, New York-London, 1971. · Zbl 1515.42001
[22] P.L. Butzer, S. Riesz, R.L. Stens. Approximation of Continuous and Discontinuous Functions by Generalized Sampling Series. J. Approx. Theory, 50: 25-39, 1987. · Zbl 0654.41004
[23] D. Constales, H. De Bie, P. Lian. A new construction of the Clifford-Fourier kernel. J. Fourier Anal. Appl., 23(2): 462-483, 2017. · Zbl 1365.42007
[24] L. Coroianu, D. Costarelli, S. G. Gal, G. Vinti. The max-product generalized sampling operators: convergence and quantitative estimates. In print in: Appl. Math. Comput., https://doi.org/10.1016/j.amc.2019.02.076: 2019. · Zbl 1428.41018 · doi:10.1016/j.amc.2019.02.076
[25] L. Coroianu, S.G. Gal, L p -approximation by truncated max-product sampling operators of Kantorovich-type based on Fejer kernel. J. Integral Eq. Appl., 29(2): 349-364, 2017. · Zbl 1371.41016
[26] L. Coroianu, S. G. Gal. Approximation by truncated max-product operators of Kantorovich-type based on generalized (Φ, Ψ)-kernels. Math. Methods Appl. Sciences, https://doi.org/10.1002/mma.5262: 2018. · doi:10.1002/mma.5262:2018
[27] D. Costarelli, A.M. Minotti, G. Vinti. Approximation of discontinuous signals by sampling Kantorovich series. J. Math. Anal. Appl., 450(2): 1083-1103, 2017. · Zbl 1373.41018
[28] D. Costarelli, A.R. Sambucini. Approximation results in Orlicz spaces for sequences of Kantorovich max-product neural network operators. Res. Math., 73(1): Article 15, DOI: 10.1007/s00025-018-0799-4, 2018. · Zbl 1390.41019 · doi:10.1007/s00025-018-0799-4
[29] D. Costarelli, M. Seracini, G. Vinti. A comparison between the sampling Kantorovich algorithm for digital image processing with some interpolation and quasi-interpolation methods, submitted, 2018.
[30] D. Costarelli, R. Spigler. How sharp is the Jensen inequality ?. J. Inequalities Appl., 2015:69, 1-10, 2015. · Zbl 1309.26014
[31] D. Costarelli, G. Vinti. Approximation by Multivariate Generalized Sampling Kantorovich Operators in the Setting of Orlicz Spaces. Bollettino U.M.I., 9(IV): 445-468, 2011. · Zbl 1234.41018
[32] D. Costarelli, G. Vinti. Degree of approximation for nonlinear multivariate sampling Kantorovich operators on some functions spaces. Num. Funct. Anal. Optim., 36(8): 964-990, 2015. · Zbl 1327.41008
[33] D. Costarelli, G. Vinti. Pointwise and uniform approximation by multivariate neural network operators of the max-product type. Neural Networks, 81: 81-90, 2016. · Zbl 1439.41009
[34] D. Costarelli, G. Vinti. Saturation classes for max-product neural network operators activated by sigmoidal functions. Res. Math., 72(3): 1555-1569, 2017. · Zbl 1376.41014
[35] D. Costarelli, G. Vinti. Convergence for a family of neural network operators in Orlicz spaces. Math. Nachr., 290(2-3): 226-235, 2017. · Zbl 1373.47010
[36] D. Costarelli, G. Vinti. Convergence results for a family of Kantorovich max-product neural network operators in a multivariate setting. Math. Slovaca, 67(6): 1469-1480, 2017. · Zbl 1505.41005
[37] D. Costarelli, G. Vinti. An inverse result of approximation by sampling Kantorovich series. Proc. Edin. Math. Soc., 62(1): 265-280, 2019. · Zbl 1428.41019
[38] D. Costarelli, G. Vinti. A quantitative estimate for the sampling Kantorovich series in terms of the modulus of continuity in Orlicz spaces. Constr. Math. Anal., 2(1): 8-14, 2019. · Zbl 1463.41037
[39] D. Cruz-Uribe, P. Hasto. Extrapolation and interpolation in generalized Orlicz spaces. Trans. Amer. Math. Soc., 370 4323-4349, 2018. · Zbl 1391.46037
[40] L. Diening. Maximal function on Musielak-Orlicz spaces and generalized Lebesgue spaces. Bulletin des Sciences Mathematiques, 129: 657-700, 2005. · Zbl 1096.46013
[41] C. Donnini, G. Vinti. Approximation by means of Kantorovich generalized sampling operators in Musielak-Orlicz spaces. PanAmerican Math. Journal, 18(2): 1-18, 2008. · Zbl 1144.41304
[42] J.R. Higgins. Five short stories about the cardinal series. Bull. Amer. Math. Soc., 12: 45-89, 1985. · Zbl 0562.42002
[43] J.R. Higgins. Sampling theory in Fourier and Signal Analysis: Foundations. Oxford: Oxford Univ. Press, 1996. · Zbl 0872.94010
[44] J.R. Higgins, R.L. Stens. Sampling theory in Fourier and Signal Analysis: advanced topics. Oxford: Oxford Science Publications, Oxford Univ. Press, 1999. · Zbl 0938.94001
[45] Y. S. Kolomoitsev, M.A. Skopina. Approximation by multivariate Kantorovich-Kotelnikov operators. J. Math. Anal. Appl., 456(1): 195-213, 2017. · Zbl 1371.41036
[46] A. Krivoshein, M.A. Skopina. Multivariate sampling-type approximation. Anal. Appl., 15(4): 521-542, 2017. · Zbl 1366.41020
[47] L. D. Ky. New Hardy Spaces of Musielak-Orlicz Type and Boundedness of Sublinear Operators. Integral Equations and Operator Theory, 78(1): 115-150, 2014. · Zbl 1284.42073
[48] I. Mantellini. Generalized sampling operators in modular spaces. Comment. Math., 38: 77-92, 1998. · Zbl 0984.47025
[49] J. Musielak. Orlicz spaces and Modular Spaces. Lecture Notes in Math., 1034, Springer-Verlag, Berlin, 1983. · Zbl 0543.41019
[50] J. Musielak, W. Orlicz. On modular spaces. Studia Math., 18: 49-65, 1959. · Zbl 0099.09202
[51] O. Orlova, G. Tamberg. On approximation properties of generalized Kantorovich-type sampling operators. J. Approx. Theory, 201: 73-86, 2016. · Zbl 1329.41030
[52] S. Ries, R.L. Stens. Approximation by generalized sampling series. In: Constructive Theory of Functions’84, Sofia, 746-756, 1984. · Zbl 0588.41013
[53] C.E. Shannon. Communication in the presence of noise. Proc. I.R.E., 37: 10-21, 1949.
[54] A. Swierczewska-Gwiazda. Nonlinear parabolic problems in Musielak-Orlicz spaces. Nonlinear Analysis: Theory, Methods & Applications, 98: 48-65, 2014. · Zbl 1286.35070
[55] D. Yang, S. Yang. Musielak-Orlicz-Hardy Spaces Associated with Operators and Their Applications. J. Geometric Anal., 24(1): 495-570, 2014. · Zbl 1302.42033
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.