Coverart for item
The Resource Ridge functions, Allan Pinkus

Ridge functions, Allan Pinkus

Label
Ridge functions
Title
Ridge functions
Statement of responsibility
Allan Pinkus
Creator
Contributor
Author
Subject
Language
eng
Summary
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
Member of
Cataloging source
UkCbUP
http://library.link/vocab/creatorDate
1946-
http://library.link/vocab/creatorName
Pinkus, Allan
Dewey number
515/.73
Index
index present
LC call number
QA323
LC item number
.P56 2015
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
Cambridge University Press.
Series statement
Cambridge tracts in mathematics
Series volume
205
http://library.link/vocab/subjectName
  • Function spaces
  • Multivariate analysis
  • Numbers, Real
Label
Ridge functions, Allan Pinkus
Instantiates
Publication
Note
Title from publisher's bibliographic system (viewed on 05 Oct 2015)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
CR9781316408124
Extent
1 online resource (x, 207 pages)
Form of item
online
Isbn
9781107124394
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
digital, PDF file(s).
Specific material designation
remote
Label
Ridge functions, Allan Pinkus
Publication
Note
Title from publisher's bibliographic system (viewed on 05 Oct 2015)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
CR9781316408124
Extent
1 online resource (x, 207 pages)
Form of item
online
Isbn
9781107124394
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
digital, PDF file(s).
Specific material designation
remote

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