Ridge Functions

Nonfiction, Science & Nature, Mathematics, Discrete Mathematics, Computers, General Computing
Cover of the book Ridge Functions by Allan Pinkus, Cambridge University Press
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Allan Pinkus ISBN: 9781316430453
Publisher: Cambridge University Press Publication: August 7, 2015
Imprint: Cambridge University Press Language: English
Author: Allan Pinkus
ISBN: 9781316430453
Publisher: Cambridge University Press
Publication: August 7, 2015
Imprint: Cambridge University Press
Language: English

Ridge functions are a rich class of simple multivariate functions which have found applications in a variety of areas. These include partial differential equations (where they are sometimes termed 'plane waves'), computerised tomography, projection pursuit in the analysis of large multivariate data sets, the MLP model in neural networks, Waring's problem over linear forms, and approximation theory. Ridge Functions is the first book devoted to studying them as entities in and of themselves. The author describes their central properties and provides a solid theoretical foundation for researchers working in areas such as approximation or data science. He also includes an extensive bibliography and discusses some of the unresolved questions that may set the course for future research in the field.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Ridge functions are a rich class of simple multivariate functions which have found applications in a variety of areas. These include partial differential equations (where they are sometimes termed 'plane waves'), computerised tomography, projection pursuit in the analysis of large multivariate data sets, the MLP model in neural networks, Waring's problem over linear forms, and approximation theory. Ridge Functions is the first book devoted to studying them as entities in and of themselves. The author describes their central properties and provides a solid theoretical foundation for researchers working in areas such as approximation or data science. He also includes an extensive bibliography and discusses some of the unresolved questions that may set the course for future research in the field.

More books from Cambridge University Press

Cover of the book Natural Law in Jurisprudence and Politics by Allan Pinkus
Cover of the book A Biostatistics Toolbox for Data Analysis by Allan Pinkus
Cover of the book Graded Rings and Graded Grothendieck Groups by Allan Pinkus
Cover of the book Principles and Practice of Fertility Preservation by Allan Pinkus
Cover of the book Applied Geophysics by Allan Pinkus
Cover of the book An Introduction to the Trinity by Allan Pinkus
Cover of the book The Institutional Effects of Executive Scandals by Allan Pinkus
Cover of the book Perception and Knowledge by Allan Pinkus
Cover of the book Cupid in Early Modern Literature and Culture by Allan Pinkus
Cover of the book Management Essentials for Doctors by Allan Pinkus
Cover of the book Quantum Field Theory by Allan Pinkus
Cover of the book A Concise History of the United States of America by Allan Pinkus
Cover of the book Early Medieval Britain by Allan Pinkus
Cover of the book Behavioural Public Policy by Allan Pinkus
Cover of the book Delirium in Critical Care by Allan Pinkus
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy