Produktbild: Banach Space Valued Neural Network

Banach Space Valued Neural Network

Lieferzeit: Lieferbar innerhalb 14 Tagen

160,49 €

inkl. 7 % MwSt. zzgl. Versandkosten

Ordinary and Fractional Approximation and Interpolation, Studies in Computational Intelligence 1062

ISBN: 3031163990
ISBN 13: 9783031163999
Autor: Anastassiou, George A
Verlag: Springer Verlag GmbH
Umfang: xiv, 423 S., 1 s/w Illustr., 423 p. 1 illus.
Erscheinungsdatum: 02.10.2022
Auflage: 1/2023
Produktform: Gebunden/Hardback
Einband: Gebunden

This book is about the generalization and modernization of approximation by neural network operators. Functions under approximation and the neural networks are Banach space valued. These are induced by a great variety of activation functions deriving from the arctangent, algebraic, Gudermannian, and generalized symmetric sigmoid functions. Ordinary, fractional, fuzzy, and stochastic approximations are exhibited at the univariate, fractional, and multivariate levels. Iterated-sequential approximations are also covered. The book’s results are expected to find applications in the many areas of applied mathematics, computer science and engineering, especially in artificial intelligence and machine learning. Other possible applications can be in applied sciences like statistics, economics, etc. Therefore, this book is suitable for researchers, graduate students, practitioners, and seminars of the above disciplines, also to be in all science and engineering libraries.

Artikelnummer: 6406212 Kategorie:

Beschreibung

Herstellerkennzeichnung:


Springer Verlag GmbH
Tiergartenstr. 17
69121 Heidelberg
DE

E-Mail: juergen.hartmann@springer.com

Das könnte Ihnen auch gefallen …