An easy path to convex analysis and applications:
This book examines the most fundamental parts of convex analysis and its applications to optimization and location problems. Accessible techniques of variational analysis are employed to clarify and simplify some basic proofs in convex analysis and to build a theory of generalized differentiation fo...
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| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Cham
Springer
[2023]
|
| Edition: | Second edition |
| Series: | Synthesis lectures on mathematics & statistics
|
| Subjects: | |
| Summary: | This book examines the most fundamental parts of convex analysis and its applications to optimization and location problems. Accessible techniques of variational analysis are employed to clarify and simplify some basic proofs in convex analysis and to build a theory of generalized differentiation for convex functions and sets in finite dimensions. The book serves as a bridge for the readers who have just started using convex analysis to reach deeper topics in the field. Detailed proofs are presented for most of the results in the book and also included are many figures and exercises for better understanding the material. Applications provided include both the classical topics of convex optimization and important problems of modern convex optimization, convex geometry, and facility location. |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | xx, 300 Seiten Illustrationen, Diagramme 25 cm |
| ISBN: | 9783031264573 3031264576 |
Staff View
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| 653 | 0 | |a Convex sets / (OCoLC)fst00877264 | |
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| id | DE-604.BV049753335 |
| illustrated | Illustrated |
| indexdate | 2024-07-20T06:30:42Z |
| institution | BVB |
| isbn | 9783031264573 3031264576 |
| language | English |
| open_access_boolean | |
| physical | xx, 300 Seiten Illustrationen, Diagramme 25 cm |
| publishDate | 2023 |
| publishDateSearch | 2023 |
| publishDateSort | 2023 |
| publisher | Springer |
| record_format | marc |
| series2 | Synthesis lectures on mathematics & statistics |
| spelling | Morduchovič, Boris S. Verfasser (DE-588)104316845 aut An easy path to convex analysis and applications Boris Mordukhovich, Nguyen Mau Nam Second edition Cham Springer [2023] xx, 300 Seiten Illustrationen, Diagramme 25 cm txt rdacontent n rdamedia nc rdacarrier Synthesis lectures on mathematics & statistics Includes bibliographical references and index This book examines the most fundamental parts of convex analysis and its applications to optimization and location problems. Accessible techniques of variational analysis are employed to clarify and simplify some basic proofs in convex analysis and to build a theory of generalized differentiation for convex functions and sets in finite dimensions. The book serves as a bridge for the readers who have just started using convex analysis to reach deeper topics in the field. Detailed proofs are presented for most of the results in the book and also included are many figures and exercises for better understanding the material. Applications provided include both the classical topics of convex optimization and important problems of modern convex optimization, convex geometry, and facility location. Konvexe Optimierung (DE-588)4137027-2 gnd rswk-swf Convex functions Convex sets Mathematical optimization Convex functions / (OCoLC)fst00877260 Convex sets / (OCoLC)fst00877264 Mathematical optimization / (OCoLC)fst01012099 Konvexe Optimierung (DE-588)4137027-2 s DE-604 Nguyen, Mau Nam Verfasser (DE-588)1263890857 aut |
| spellingShingle | Morduchovič, Boris S. Nguyen, Mau Nam An easy path to convex analysis and applications Konvexe Optimierung (DE-588)4137027-2 gnd |
| subject_GND | (DE-588)4137027-2 |
| title | An easy path to convex analysis and applications |
| title_auth | An easy path to convex analysis and applications |
| title_exact_search | An easy path to convex analysis and applications |
| title_full | An easy path to convex analysis and applications Boris Mordukhovich, Nguyen Mau Nam |
| title_fullStr | An easy path to convex analysis and applications Boris Mordukhovich, Nguyen Mau Nam |
| title_full_unstemmed | An easy path to convex analysis and applications Boris Mordukhovich, Nguyen Mau Nam |
| title_short | An easy path to convex analysis and applications |
| title_sort | an easy path to convex analysis and applications |
| topic | Konvexe Optimierung (DE-588)4137027-2 gnd |
| topic_facet | Konvexe Optimierung |
| work_keys_str_mv | AT morduchovicboriss aneasypathtoconvexanalysisandapplications AT nguyenmaunam aneasypathtoconvexanalysisandapplications |