Quantitative self adjoint operator direct approximations
-
1750
Downloads
-
2705
Views
Authors
George A. Anastassiou
- Department of Mathematical Sciences, University of Memphis, Memphis, TN 38152, U.S.A.
Abstract
Here we give a series of self adjoint operator positive linear operators general results. Then we present specific similar
results related to neural networks. This is a quantitative treatment to determine the degree of self adjoint operator uniform
approximation with rates, of sequences of self adjoint positive linear operators in general, and in particular of self adjoint
specific neural network operators. The approach is direct relying on Gelfand’s isometry.
Share and Cite
ISRP Style
George A. Anastassiou, Quantitative self adjoint operator direct approximations, Journal of Nonlinear Sciences and Applications, 10 (2017), no. 5, 2788--2797
AMA Style
Anastassiou George A., Quantitative self adjoint operator direct approximations. J. Nonlinear Sci. Appl. (2017); 10(5):2788--2797
Chicago/Turabian Style
Anastassiou, George A.. "Quantitative self adjoint operator direct approximations." Journal of Nonlinear Sciences and Applications, 10, no. 5 (2017): 2788--2797
Keywords
- Self adjoint operator
- Hilbert space
- positive linear operator
- Bernstein polynomials
- neural network operators.
MSC
- 41A17
- 41A25
- 41A36
- 41A80
- 47A58
- 47A60
- 47A67
References
-
[1]
G. A. Anastassiou, Quantitative approximations, Chapman & Hall/CRC, Boca Raton, FL (2001)
-
[2]
G. A. Anastassiou, Intelligent systems: approximation by artificial neural networks, Intelligent Systems Reference Library, Springer-Verlag, Berlin (2011)
-
[3]
G. A. Anastassiou, Intelligent systems II: complete approximation by neural network operators, Studies in Computational Intelligence, Springer, Cham (2016)
-
[4]
G. A. Anastassiou, Self adjoint operator Korovkin type and polynomial direct approximations with rates, RGMIA Res. Rep. Coll., 19 (2016), 16 pages.
-
[5]
S. S. Dragomir, Ostrowski’s type inequalities for continuous functions of self adjoint operators on Hilbert spaces: a survey of recent results, Ann. Funct. Anal., 2 (2011), 139–205.
-
[6]
S. S. Dragomir, Operator inequalities of Ostrowski and trapezoidal type, SpringerBriefs in Mathematics, Springer, New York (2012)
-
[7]
G. Helmberg, Introduction to spectral theory in Hilbert space, North-Holland Series in Applied Mathematics and Mechanics, North-Holland Publishing Co., Amsterdam-London; Wiley Interscience Division John Wiley & Sons, Inc., New York (1969)
-
[8]
C. A. McCarthy, \(c_p\), Israel J. Math., 5 (1967), 249–271.
-
[9]
J. Pečarić, T. Furuta, J. Mićić Hot, Y.-K. Seo, Mond-Pečarić method in operator inequalities, Inequalities for bounded self adjoint operators on a Hilbert space, Monographs in Inequalities, ELEMENT, Zagreb (2005)