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Ridge Functions

Ridge Functions

          
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About the Book

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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Product Details
  • ISBN-13: 9781107124394
  • Publisher: Cambridge University Press
  • Publisher Imprint: Cambridge University Press
  • Depth: 19
  • Height: 229 mm
  • No of Pages: 218
  • Series Title: Cambridge Tracts in Mathematics
  • Weight: 462 gr
  • ISBN-10: 1107124395
  • Publisher Date: 07 Aug 2015
  • Binding: Hardback
  • Edition: 1
  • Language: English
  • Returnable: Y
  • Spine Width: 14 mm
  • Width: 152 mm


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