Ridge Functions

Ridge Functions
Pris
Pris
1 049,- 1 049,-
E-Bok
Format E-Bok
Kopisperre Teknisk DRM
Filformat PDF
Utgivelsesår 2015
Forlag Cambridge University Press
Språk Engelsk
ISBN 9781316435427
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E-Bok Nedlastbar Engelsk
E-Bok Nedlastbar Engelsk

Om Ridge Functions

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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