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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 multivar...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Cambridge :
Cambridge University Press,
2015.
|
| Colección: | Cambridge tracts in mathematics ;
205. |
| Temas: | |
| Acceso en línea: | Texto completo |
MARC
| LEADER | 00000cam a2200000Ii 4500 | ||
|---|---|---|---|
| 001 | EBSCO_ocn919479206 | ||
| 003 | OCoLC | ||
| 005 | 20231017213018.0 | ||
| 006 | m o d | ||
| 007 | cr mn||||||||| | ||
| 008 | 150831t20162016enka ob 001 0 eng d | ||
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| 020 | |a 9781316408124 |q (electronic bk.) | ||
| 020 | |a 1316408124 |q (electronic bk.) | ||
| 020 | |a 9781316439685 |q (electronic bk.) | ||
| 020 | |a 1316439682 |q (electronic bk.) | ||
| 020 | |z 9781107124394 |q (hardback |q alk. paper) | ||
| 020 | |z 1107124395 |q (hardback |q alk. paper) | ||
| 035 | |a (OCoLC)919479206 | ||
| 050 | 4 | |a QA323 |b .P56 2016 | |
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| 082 | 0 | 4 | |a 515/.73 |2 23 |
| 049 | |a UAMI | ||
| 100 | 1 | |a Pinkus, Allan, |d 1946- |e author. | |
| 245 | 1 | 0 | |a Ridge functions / |c Allan Pinkus, Technion, Israel Institute of Technology, Haifa. |
| 264 | 1 | |a Cambridge : |b Cambridge University Press, |c 2015. | |
| 264 | 4 | |c ©2015 | |
| 300 | |a 1 online resource (x, 207 pages) : |b illustrations | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 490 | 1 | |a Cambridge tracts in mathematics ; |v 205 | |
| 520 | 3 | |a 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. | |
| 504 | |a Includes bibliographical references (pages 196-201) and index. | ||
| 505 | 0 | |a Introduction -- Smoothness -- Uniqueness -- Indentifying functions and directions -- Polynomial ridge functions -- Density and representation -- Closure -- Existence and characterization of best approximations -- Approximation algorithms -- Integral representations -- Interpolation at points -- Interpolation on lines. | |
| 588 | 0 | |a Print version record. | |
| 590 | |a eBooks on EBSCOhost |b EBSCO eBook Subscription Academic Collection - Worldwide | ||
| 650 | 0 | |a Function spaces. | |
| 650 | 0 | |a Multivariate analysis. | |
| 650 | 0 | |a Numbers, Real. | |
| 650 | 6 | |a Espaces fonctionnels. | |
| 650 | 6 | |a Analyse multivariée. | |
| 650 | 6 | |a Nombres réels. | |
| 650 | 7 | |a MATHEMATICS |x Calculus. |2 bisacsh | |
| 650 | 7 | |a MATHEMATICS |x Mathematical Analysis. |2 bisacsh | |
| 650 | 7 | |a Function spaces |2 fast | |
| 650 | 7 | |a Multivariate analysis |2 fast | |
| 650 | 7 | |a Numbers, Real |2 fast | |
| 776 | 0 | 8 | |i Print version: |a Pinkus, Allan, 1946- |t Ridge functions. |d Cambridge : Cambridge University Press, 2015 |z 9781107124394 |w (DLC) 2015014539 |w (OCoLC)907495339 |
| 830 | 0 | |a Cambridge tracts in mathematics ; |v 205. | |
| 856 | 4 | 0 | |u https://ebsco.uam.elogim.com/login.aspx?direct=true&scope=site&db=nlebk&AN=1048178 |z Texto completo |
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