Ridge Functions
by
Allan Pinkus
Book Details
Format
Hardback or Cased Book
Book Series
Cambridge Tracts in Mathematics
ISBN-10
1107124395
ISBN-13
9781107124394
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Aug 7th, 2015
Print length
218 Pages
Weight
464 grams
Dimensions
23.90 x 16.00 x 1.90 cms
Ksh 21,800.00
Manufactured on Demand
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The first book devoted to ridge functions presents the state of the art and provides a solid theoretical foundation for researchers who encounter ridge functions in approximation theory or data science. It includes an extensive bibliography and discusses some of the unresolved questions in the field.
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.
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