Regularization Theory for Ill-posed Problems : : Selected Topics /

Regularization Theory for Ill-posed Problems : : Selected Topics / / Sergei V. Pereverzev, Shuai Lu.

Show other versions (1)

This monograph is a valuable contribution to the highly topical and extremly productive field of regularisation methods for inverse and ill-posed problems. The author is an internationally outstanding and accepted mathematician in this field. In his book he offers a well-balanced mixture of basic an...

Full description

Saved in:
Bibliographic Details
Superior document:Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1
VerfasserIn:
Lu, Shuai,
Pereverzev, Sergei V.,
Place / Publishing House:Berlin ;, Boston : : De Gruyter, , [2013]
©2013
Year of Publication:2013
Language:English
Series:Inverse and Ill-Posed Problems Series , 58
Online Access:
Physical Description:1 online resource (289 p.)
Tags: Add Tag
No Tags, Be the first to tag this record!
id 9783110286496
ctrlnum (DE-B1597)176522
(OCoLC)858762149
collection bib_alma
record_format marc
spelling Lu, Shuai, author. aut http://id.loc.gov/vocabulary/relators/aut
Regularization Theory for Ill-posed Problems : Selected Topics / Sergei V. Pereverzev, Shuai Lu.
Berlin ; Boston : De Gruyter, [2013]
©2013
1 online resource (289 p.)
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
text file PDF rda
Inverse and Ill-Posed Problems Series , 1381-4524 ; 58
Frontmatter -- Preface -- Contents -- Chapter 1. An introduction using classical examples -- Chapter 2. Basics of single parameter regularization schemes -- Chapter 3. Multiparameter regularization -- Chapter 4. Regularization algorithms in learning theory -- Chapter 5. Meta-learning approach to regularization – case study: blood glucose prediction -- Bibliography -- Index
restricted access http://purl.org/coar/access_right/c_16ec online access with authorization star
This monograph is a valuable contribution to the highly topical and extremly productive field of regularisation methods for inverse and ill-posed problems. The author is an internationally outstanding and accepted mathematician in this field. In his book he offers a well-balanced mixture of basic and innovative aspects. He demonstrates new, differentiated viewpoints, and important examples for applications. The book demontrates the current developments in the field of regularization theory, such as multiparameter regularization and regularization in learning theory. The book is written for graduate and PhD students and researchers in mathematics, natural sciences, engeneering, and medicine.
Issued also in print.
Mode of access: Internet via World Wide Web.
In English.
Description based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023)
Numerical analysis Improperly posed problems.
Numerical differentiation.
MATHEMATICS / Applied. bisacsh
Balancing Principle.
Blood Glucose Prediction.
Convergence Rate.
Discrepancy Principle.
Error Bound Estimation.
Ill-posed Problem.
Learning Theory, Meta-learning.
Multi-parameter Regularization.
Regularization Method.
Pereverzev, Sergei V., author. aut http://id.loc.gov/vocabulary/relators/aut
Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1 9783110238570
Title is part of eBook package: De Gruyter DGBA Backlist Mathematics 2000-2014 (EN) 9783110238471
Title is part of eBook package: De Gruyter DGBA Mathematics - 2000 - 2014 9783110637205 ZDB-23-GMA
Title is part of eBook package: De Gruyter E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2013 9783110317350 ZDB-23-DGG
Title is part of eBook package: De Gruyter E-BOOK PACKAGE MATHEMATICS, PHYSICS, ENGINEERING 2013 9783110317282 ZDB-23-DMI
Title is part of eBook package: De Gruyter E-BOOK PAKET MATHEMATIK, PHYSIK, INGENIEURWISS. 2013 9783110317275 ZDB-23-DMP
print 9783110286465
https://doi.org/10.1515/9783110286496
https://www.degruyter.com/isbn/9783110286496
Cover https://www.degruyter.com/document/cover/isbn/9783110286496/original
language English
format eBook
author Lu, Shuai,
Lu, Shuai,
Pereverzev, Sergei V.,
spellingShingle Lu, Shuai,
Lu, Shuai,
Pereverzev, Sergei V.,
Regularization Theory for Ill-posed Problems : Selected Topics /
Inverse and Ill-Posed Problems Series ,
Frontmatter --
Preface --
Contents --
Chapter 1. An introduction using classical examples --
Chapter 2. Basics of single parameter regularization schemes --
Chapter 3. Multiparameter regularization --
Chapter 4. Regularization algorithms in learning theory --
Chapter 5. Meta-learning approach to regularization – case study: blood glucose prediction --
Bibliography --
Index
author_facet Lu, Shuai,
Lu, Shuai,
Pereverzev, Sergei V.,
Pereverzev, Sergei V.,
Pereverzev, Sergei V.,
author_variant s l sl
s l sl
s v p sv svp
author_role VerfasserIn
VerfasserIn
VerfasserIn
author2 Pereverzev, Sergei V.,
Pereverzev, Sergei V.,
author2_variant s v p sv svp
author2_role VerfasserIn
VerfasserIn
author_sort Lu, Shuai,
title Regularization Theory for Ill-posed Problems : Selected Topics /
title_sub Selected Topics /
title_full Regularization Theory for Ill-posed Problems : Selected Topics / Sergei V. Pereverzev, Shuai Lu.
title_fullStr Regularization Theory for Ill-posed Problems : Selected Topics / Sergei V. Pereverzev, Shuai Lu.
title_full_unstemmed Regularization Theory for Ill-posed Problems : Selected Topics / Sergei V. Pereverzev, Shuai Lu.
title_auth Regularization Theory for Ill-posed Problems : Selected Topics /
title_alt Frontmatter --
Preface --
Contents --
Chapter 1. An introduction using classical examples --
Chapter 2. Basics of single parameter regularization schemes --
Chapter 3. Multiparameter regularization --
Chapter 4. Regularization algorithms in learning theory --
Chapter 5. Meta-learning approach to regularization – case study: blood glucose prediction --
Bibliography --
Index
title_new Regularization Theory for Ill-posed Problems :
title_sort regularization theory for ill-posed problems : selected topics /
series Inverse and Ill-Posed Problems Series ,
series2 Inverse and Ill-Posed Problems Series ,
publisher De Gruyter,
publishDate 2013
physical 1 online resource (289 p.)
Issued also in print.
contents Frontmatter --
Preface --
Contents --
Chapter 1. An introduction using classical examples --
Chapter 2. Basics of single parameter regularization schemes --
Chapter 3. Multiparameter regularization --
Chapter 4. Regularization algorithms in learning theory --
Chapter 5. Meta-learning approach to regularization – case study: blood glucose prediction --
Bibliography --
Index
isbn 9783110286496
9783110238570
9783110238471
9783110637205
9783110317350
9783110317282
9783110317275
9783110286465
issn 1381-4524 ;
callnumber-first Q - Science
callnumber-subject QA - Mathematics
callnumber-label QA355
callnumber-sort QA 3355 L78 42013EB
url https://doi.org/10.1515/9783110286496
https://www.degruyter.com/isbn/9783110286496
https://www.degruyter.com/document/cover/isbn/9783110286496/original
illustrated Not Illustrated
dewey-hundreds 500 - Science
dewey-tens 510 - Mathematics
dewey-ones 518 - Numerical analysis
dewey-full 518.53
dewey-sort 3518 253
dewey-raw 518 .53
dewey-search 518 .53
doi_str_mv 10.1515/9783110286496
oclc_num 858762149
work_keys_str_mv AT lushuai regularizationtheoryforillposedproblemsselectedtopics
AT pereverzevsergeiv regularizationtheoryforillposedproblemsselectedtopics
status_str n
ids_txt_mv (DE-B1597)176522
(OCoLC)858762149
carrierType_str_mv cr
hierarchy_parent_title Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1
Title is part of eBook package: De Gruyter DGBA Backlist Mathematics 2000-2014 (EN)
Title is part of eBook package: De Gruyter DGBA Mathematics - 2000 - 2014
Title is part of eBook package: De Gruyter E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2013
Title is part of eBook package: De Gruyter E-BOOK PACKAGE MATHEMATICS, PHYSICS, ENGINEERING 2013
Title is part of eBook package: De Gruyter E-BOOK PAKET MATHEMATIK, PHYSIK, INGENIEURWISS. 2013
is_hierarchy_title Regularization Theory for Ill-posed Problems : Selected Topics /
container_title Title is part of eBook package: De Gruyter DGBA Backlist Complete English Language 2000-2014 PART1
author2_original_writing_str_mv noLinkedField
noLinkedField
_version_ 1806144311655399424
fullrecord <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>05181nam a22010215i 4500</leader><controlfield tag="001">9783110286496</controlfield><controlfield tag="003">DE-B1597</controlfield><controlfield tag="005">20230228123812.0</controlfield><controlfield tag="006">m|||||o||d||||||||</controlfield><controlfield tag="007">cr || ||||||||</controlfield><controlfield tag="008">230228t20132013gw fo d z eng d</controlfield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)1002244134</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)1004882893</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)1011454550</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)979955088</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)987949528</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)992507703</subfield></datafield><datafield tag="019" ind1=" " ind2=" "><subfield code="a">(OCoLC)999360248</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783110286496</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1515/9783110286496</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-B1597)176522</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)858762149</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-B1597</subfield><subfield code="b">eng</subfield><subfield code="c">DE-B1597</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">gw</subfield><subfield code="c">DE</subfield></datafield><datafield tag="050" ind1=" " ind2="4"><subfield code="a">QA355</subfield><subfield code="b">.L78 2013eb</subfield></datafield><datafield tag="072" ind1=" " ind2="7"><subfield code="a">MAT003000</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="082" ind1="0" ind2="4"><subfield code="a">518 .53</subfield><subfield code="2">23</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Lu, Shuai, </subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Regularization Theory for Ill-posed Problems :</subfield><subfield code="b">Selected Topics /</subfield><subfield code="c">Sergei V. Pereverzev, Shuai Lu.</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Berlin ;</subfield><subfield code="a">Boston : </subfield><subfield code="b">De Gruyter, </subfield><subfield code="c">[2013]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">©2013</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 online resource (289 p.)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="a">text</subfield><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="a">computer</subfield><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="a">online resource</subfield><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="347" ind1=" " ind2=" "><subfield code="a">text file</subfield><subfield code="b">PDF</subfield><subfield code="2">rda</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Inverse and Ill-Posed Problems Series ,</subfield><subfield code="x">1381-4524 ;</subfield><subfield code="v">58</subfield></datafield><datafield tag="505" ind1="0" ind2="0"><subfield code="t">Frontmatter -- </subfield><subfield code="t">Preface -- </subfield><subfield code="t">Contents -- </subfield><subfield code="t">Chapter 1. An introduction using classical examples -- </subfield><subfield code="t">Chapter 2. Basics of single parameter regularization schemes -- </subfield><subfield code="t">Chapter 3. Multiparameter regularization -- </subfield><subfield code="t">Chapter 4. Regularization algorithms in learning theory -- </subfield><subfield code="t">Chapter 5. Meta-learning approach to regularization – case study: blood glucose prediction -- </subfield><subfield code="t">Bibliography -- </subfield><subfield code="t">Index</subfield></datafield><datafield tag="506" ind1="0" ind2=" "><subfield code="a">restricted access</subfield><subfield code="u">http://purl.org/coar/access_right/c_16ec</subfield><subfield code="f">online access with authorization</subfield><subfield code="2">star</subfield></datafield><datafield tag="520" ind1=" " ind2=" "><subfield code="a">This monograph is a valuable contribution to the highly topical and extremly productive field of regularisation methods for inverse and ill-posed problems. The author is an internationally outstanding and accepted mathematician in this field. In his book he offers a well-balanced mixture of basic and innovative aspects. He demonstrates new, differentiated viewpoints, and important examples for applications. The book demontrates the current developments in the field of regularization theory, such as multiparameter regularization and regularization in learning theory. The book is written for graduate and PhD students and researchers in mathematics, natural sciences, engeneering, and medicine.</subfield></datafield><datafield tag="530" ind1=" " ind2=" "><subfield code="a">Issued also in print.</subfield></datafield><datafield tag="538" ind1=" " ind2=" "><subfield code="a">Mode of access: Internet via World Wide Web.</subfield></datafield><datafield tag="546" ind1=" " ind2=" "><subfield code="a">In English.</subfield></datafield><datafield tag="588" ind1="0" ind2=" "><subfield code="a">Description based on online resource; title from PDF title page (publisher's Web site, viewed 28. Feb 2023)</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Numerical analysis</subfield><subfield code="x">Improperly posed problems.</subfield></datafield><datafield tag="650" ind1=" " ind2="0"><subfield code="a">Numerical differentiation.</subfield></datafield><datafield tag="650" ind1=" " ind2="7"><subfield code="a">MATHEMATICS / Applied.</subfield><subfield code="2">bisacsh</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Balancing Principle.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Blood Glucose Prediction.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Convergence Rate.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Discrepancy Principle.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Error Bound Estimation.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Ill-posed Problem.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Learning Theory, Meta-learning.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Multi-parameter Regularization.</subfield></datafield><datafield tag="653" ind1=" " ind2=" "><subfield code="a">Regularization Method.</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Pereverzev, Sergei V., </subfield><subfield code="e">author.</subfield><subfield code="4">aut</subfield><subfield code="4">http://id.loc.gov/vocabulary/relators/aut</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">DGBA Backlist Complete English Language 2000-2014 PART1</subfield><subfield code="z">9783110238570</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">DGBA Backlist Mathematics 2000-2014 (EN)</subfield><subfield code="z">9783110238471</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">DGBA Mathematics - 2000 - 2014</subfield><subfield code="z">9783110637205</subfield><subfield code="o">ZDB-23-GMA</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">E-BOOK GESAMTPAKET / COMPLETE PACKAGE 2013</subfield><subfield code="z">9783110317350</subfield><subfield code="o">ZDB-23-DGG</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">E-BOOK PACKAGE MATHEMATICS, PHYSICS, ENGINEERING 2013</subfield><subfield code="z">9783110317282</subfield><subfield code="o">ZDB-23-DMI</subfield></datafield><datafield tag="773" ind1="0" ind2="8"><subfield code="i">Title is part of eBook package:</subfield><subfield code="d">De Gruyter</subfield><subfield code="t">E-BOOK PAKET MATHEMATIK, PHYSIK, INGENIEURWISS. 2013</subfield><subfield code="z">9783110317275</subfield><subfield code="o">ZDB-23-DMP</subfield></datafield><datafield tag="776" ind1="0" ind2=" "><subfield code="c">print</subfield><subfield code="z">9783110286465</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1515/9783110286496</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://www.degruyter.com/isbn/9783110286496</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="3">Cover</subfield><subfield code="u">https://www.degruyter.com/document/cover/isbn/9783110286496/original</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-023847-1 DGBA Backlist Mathematics 2000-2014 (EN)</subfield><subfield code="c">2000</subfield><subfield code="d">2014</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">978-3-11-023857-0 DGBA Backlist Complete English Language 2000-2014 PART1</subfield><subfield code="c">2000</subfield><subfield code="d">2014</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_BACKALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_CL_MTPY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_DGALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_EBACKALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_EBKALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_ECL_MTPY</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_EEBKALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_ESTMALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">EBA_STMALL</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">GBV-deGruyter-alles</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">PDA12STME</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">PDA13ENGE</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">PDA18STMEE</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">PDA5EBK</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-23-DGG</subfield><subfield code="b">2013</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-23-DMI</subfield><subfield code="b">2013</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-23-DMP</subfield><subfield code="b">2013</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-23-GMA</subfield><subfield code="c">2000</subfield><subfield code="d">2014</subfield></datafield></record></collection>

Similar Items