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 Image, Text, and Religious Reform in Fifteenth-Century England by Allan Pinkus
Cover of the book A Concise History of Bulgaria by Allan Pinkus
Cover of the book The Cambridge Handbook of Classical Liberal Thought by Allan Pinkus
Cover of the book Indigenous Knowledge for Climate Change Assessment and Adaptation by Allan Pinkus
Cover of the book The Gettier Problem by Allan Pinkus
Cover of the book Waves and Mean Flows by Allan Pinkus
Cover of the book Media Bias, Perspective, and State Repression by Allan Pinkus
Cover of the book Vietnam's American War by Allan Pinkus
Cover of the book Bubble and Foam Chemistry by Allan Pinkus
Cover of the book Bronze Age Bureaucracy by Allan Pinkus
Cover of the book Effective Negotiation by Allan Pinkus
Cover of the book News Talk by Allan Pinkus
Cover of the book Measurement in Medicine by Allan Pinkus
Cover of the book States of Emergency in Liberal Democracies by Allan Pinkus
Cover of the book The New Multinationals 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