Evaluation complexity of algorithms for nonconvex optimization: theory, computation, and perspectives
Methods using first derivatives -- Methods using second derivatives -- Methods using third derivatives and beyond -- Structured problems -- Convexly-constrained problems -- Problems with nonconvex constraints -- Subproblem fundamentals -- Step computation with factorizations -- Step computation with...
Saved in:
| Main Authors: | , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Philadelphia
SIAM, Society for Industrial and Applied Mathematics
[2022]
Philadelphia Mathematical Optimization Society [2022] |
| Series: | MOS-Siam series on optimization
30 |
| Subjects: | |
| Online Access: | DE-91 DE-20 DE-706 DE-29 URL des Erstveröffentlichers |
| Summary: | Methods using first derivatives -- Methods using second derivatives -- Methods using third derivatives and beyond -- Structured problems -- Convexly-constrained problems -- Problems with nonconvex constraints -- Subproblem fundamentals -- Step computation with factorizations -- Step computation without factorizations -- Variable scaling and other practicalities -- Finding high-order approximate minimizers -- Inexact function values and derivatives -- Composite and constrained problems. "This is the go-to book for those interested in solving nonconvex problems"-- |
| Item Description: | Includes bibliographical references and indexes |
| Physical Description: | 1 Online-Ressource (xviii + 531 Seiten) |
| ISBN: | 9781611976991 |
| DOI: | 10.1137/1.9781611976991 |
Staff View
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| author | Cartis, Coralia Gould, Nicholas I. M. 1957- Toint, Philippe L. |
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| dewey-full | 519.7 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
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| discipline | Mathematik |
| discipline_str_mv | Mathematik |
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| id | DE-604.BV048553100 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T20:57:53Z |
| indexdate | 2025-01-15T15:01:53Z |
| institution | BVB |
| isbn | 9781611976991 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-033929434 |
| oclc_num | 1350775168 |
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| owner_facet | DE-29 DE-83 DE-11 DE-91 DE-BY-TUM DE-20 DE-706 |
| physical | 1 Online-Ressource (xviii + 531 Seiten) |
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| publishDate | 2022 |
| publishDateSearch | 2022 |
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| publisher | SIAM, Society for Industrial and Applied Mathematics Mathematical Optimization Society |
| record_format | marc |
| series | MOS-Siam series on optimization |
| series2 | MOS-Siam series on optimization |
| spelling | Cartis, Coralia (DE-588)1258730022 aut Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives Coralia Cartis: University of Oxford, Oxford, United Kingdom ; Nicholas I.M. Gould: STFC-Rutherford Appleton Laboratory, Harwell, United Kingdom ; Philippe L. Toint: University of Namur, Namur, Belgium Philadelphia SIAM, Society for Industrial and Applied Mathematics [2022] Philadelphia Mathematical Optimization Society [2022] © 2022 1 Online-Ressource (xviii + 531 Seiten) txt rdacontent c rdamedia cr rdacarrier MOS-Siam series on optimization 30 Includes bibliographical references and indexes Methods using first derivatives -- Methods using second derivatives -- Methods using third derivatives and beyond -- Structured problems -- Convexly-constrained problems -- Problems with nonconvex constraints -- Subproblem fundamentals -- Step computation with factorizations -- Step computation without factorizations -- Variable scaling and other practicalities -- Finding high-order approximate minimizers -- Inexact function values and derivatives -- Composite and constrained problems. "This is the go-to book for those interested in solving nonconvex problems"-- Nichtkonvexe Optimierung (DE-588)4309215-9 gnd rswk-swf Mathematical optimization Nonconvex programming Nichtkonvexe Optimierung (DE-588)4309215-9 s DE-604 Gould, Nicholas I. M. 1957- (DE-588)135818508 aut Toint, Philippe L. (DE-588)113099193 aut Erscheint auch als Druck-Ausgabe 978-1-61197-698-4 MOS-Siam series on optimization 30 (DE-604)BV046333710 30 https://doi.org/10.1137/1.9781611976991 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Cartis, Coralia Gould, Nicholas I. M. 1957- Toint, Philippe L. Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives MOS-Siam series on optimization Nichtkonvexe Optimierung (DE-588)4309215-9 gnd |
| subject_GND | (DE-588)4309215-9 |
| title | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives |
| title_auth | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives |
| title_exact_search | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives |
| title_exact_search_txtP | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives |
| title_full | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives Coralia Cartis: University of Oxford, Oxford, United Kingdom ; Nicholas I.M. Gould: STFC-Rutherford Appleton Laboratory, Harwell, United Kingdom ; Philippe L. Toint: University of Namur, Namur, Belgium |
| title_fullStr | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives Coralia Cartis: University of Oxford, Oxford, United Kingdom ; Nicholas I.M. Gould: STFC-Rutherford Appleton Laboratory, Harwell, United Kingdom ; Philippe L. Toint: University of Namur, Namur, Belgium |
| title_full_unstemmed | Evaluation complexity of algorithms for nonconvex optimization theory, computation, and perspectives Coralia Cartis: University of Oxford, Oxford, United Kingdom ; Nicholas I.M. Gould: STFC-Rutherford Appleton Laboratory, Harwell, United Kingdom ; Philippe L. Toint: University of Namur, Namur, Belgium |
| title_short | Evaluation complexity of algorithms for nonconvex optimization |
| title_sort | evaluation complexity of algorithms for nonconvex optimization theory computation and perspectives |
| title_sub | theory, computation, and perspectives |
| topic | Nichtkonvexe Optimierung (DE-588)4309215-9 gnd |
| topic_facet | Nichtkonvexe Optimierung |
| url | https://doi.org/10.1137/1.9781611976991 |
| volume_link | (DE-604)BV046333710 |
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