國立虎尾科技大學 |

Language: English

Back

An introduction to the theory of rep...

Raghupathi, Mrinal.

An introduction to the theory of reproducing kernel Hilbert spaces

Record Type:	Language materials, printed : Monograph/item
Title/Author:	An introduction to the theory of reproducing kernel Hilbert spaces/ Vern I. Paulsen, Mrinal Raghupathi.
Author:	Paulsen, Vern I.,
other author:	Raghupathi, Mrinal.
Published:	Cambridge :Cambridge University Press, : 2016.,
Description:	x, 182 p. :ill., digital ; : 24 cm.;
Subject:	Hilbert space - Congresses. -
Online resource:	https://doi.org/10.1017/CBO9781316219232
ISBN:	9781316219232

An introduction to the theory of reproducing kernel Hilbert spaces
Paulsen, Vern I.,1951-

An introduction to the theory of reproducing kernel Hilbert spaces[electronic resource] /Vern I. Paulsen, Mrinal Raghupathi. - Cambridge :Cambridge University Press,2016. - x, 182 p. :ill., digital ;24 cm. - Cambridge studies in advanced mathematics ;152. - Cambridge studies in advanced mathematics ;134..

Reproducing kernel Hilbert spaces have developed into an important tool in many areas, especially statistics and machine learning, and they play a valuable role in complex analysis, probability, group representation theory, and the theory of integral operators. This unique text offers a unified overview of the topic, providing detailed examples of applications, as well as covering the fundamental underlying theory, including chapters on interpolation and approximation, Cholesky and Schur operations on kernels, and vector-valued spaces. Self-contained and accessibly written, with exercises at the end of each chapter, this unrivalled treatment of the topic serves as an ideal introduction for graduate students across mathematics, computer science, and engineering, as well as a useful reference for researchers working in functional analysis or its applications.

ISBN: 9781316219232Subjects--Topical Terms:

896695
Hilbert space
--Congresses.

LC Class. No.: QA322.4 / .P38 2016

Dewey Class. No.: 515.733

An introduction to the theory of reproducing kernel Hilbert spaces
LDR:01704nam a2200253 a 4500 001 949296
003 UkCbUP
005 20160414101502.0
006 m d
007 cr nn 008maaau
008 200620s2016 enk o 1 0 eng d
020 $a 9781316219232 $q (electronic bk.)
020 $a 9781107104099 $q (paper)
035 $a CR9781316219232
040 $a UkCbUP $b eng $c UkCbUP $d GP
041 0 $a eng
050 4 $a QA322.4 $b .P38 2016
082 0 4 $a 515.733 $2 23
090 $a QA322.4 $b .P332 2016
100 1 $a Paulsen, Vern I., $d 1951- $3 1238311
245 1 3 $a An introduction to the theory of reproducing kernel Hilbert spaces $h [electronic resource] / $c Vern I. Paulsen, Mrinal Raghupathi.
260 $a Cambridge : $b Cambridge University Press, $c 2016.
300 $a x, 182 p. : $b ill., digital ; $c 24 cm.
490 1 $a Cambridge studies in advanced mathematics ; $v 152
520 $a Reproducing kernel Hilbert spaces have developed into an important tool in many areas, especially statistics and machine learning, and they play a valuable role in complex analysis, probability, group representation theory, and the theory of integral operators. This unique text offers a unified overview of the topic, providing detailed examples of applications, as well as covering the fundamental underlying theory, including chapters on interpolation and approximation, Cholesky and Schur operations on kernels, and vector-valued spaces. Self-contained and accessibly written, with exercises at the end of each chapter, this unrivalled treatment of the topic serves as an ideal introduction for graduate students across mathematics, computer science, and engineering, as well as a useful reference for researchers working in functional analysis or its applications.
650 0 $a Hilbert space $v Congresses. $3 896695
650 0 $a Kernel functions $v Congresses. $3 892964
700 1 $a Raghupathi, Mrinal. $3 1238312
830 0 $a Cambridge studies in advanced mathematics ; $v 134. $3 1133579
856 4 0 $u https://doi.org/10.1017/CBO9781316219232

based on 0 review(s)

Multimedia

Reviews

Add a review and share your thoughts with other readers

Export

pickup library