Introduction to Nonsmooth Optimization: Theory, Practice and Software
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Datensatz im Suchindex
| _version_ | 1819329951313166336 |
|---|---|
| adam_text | INTRODUCTION TO NONSMOOTH OPTIMIZATION
/ BAGIROV, ADIL
: 2014
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
NONSMOOTH ANALYSIS AND OPTIMIZATION
NONSMOOTH PROBLEMS
NONSMOOTH OPTIMIZATIONAL METHODS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
INTRODUCTION TO NONSMOOTH OPTIMIZATION
/ BAGIROV, ADIL
: 2014
ABSTRACT / INHALTSTEXT
THIS BOOK IS THE FIRST EASY-TO-READ TEXT ON NONSMOOTH OPTIMIZATION (NSO,
NOT NECESSARILY DIffERENTIABLE OPTIMIZATION). SOLVING THESE KINDS OF
PROBLEMS PLAYS A CRITICAL ROLE IN MANY INDUSTRIAL APPLICATIONS AND
REAL-WORLD MODELING SYSTEMS, FOR EXAMPLE IN THE CONTEXT OF IMAGE
DENOISING, OPTIMAL CONTROL, NEURAL NETWORK TRAINING, DATA MINING,
ECONOMICS, AND COMPUTATIONAL CHEMISTRY AND PHYSICS. THE BOOK COVERS BOTH
THE THEORY AND THE NUMERICAL METHODS USED IN NSO, AND PROVIDES AN
OVERVIEW OF DIffERENT PROBLEMS ARISING IN THE fiELD. IT IS ORGANIZED
INTO THREE PARTS: 1.CONVEX AND NONCONVEX ANALYSIS AND THE THEORY OF NSO;
2.TEST PROBLEMS AND PRACTICAL APPLICATIONS; 3.A GUIDE TO NSO SOFTWARE.
THE BOOK IS IDEAL FOR ANYONE TEACHING OR ATTENDING NSO COURSES. AS AN
ACCESSIBLE INTRODUCTION TO THE fiELD, IT IS ALSO WELL SUITED AS AN
INDEPENDENT LEARNING GUIDE FOR PRACTITIONERS ALREADY FAMILIAR WITH THE
BASICS OF OPTIMIZATION
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Bagirov, Adil Karmitsa, Napsu 1971- Mäkelä, Marko M. |
| author_GND | (DE-588)138953643 (DE-588)1117954625 (DE-588)1030008485 |
| author_facet | Bagirov, Adil Karmitsa, Napsu 1971- Mäkelä, Marko M. |
| author_role | aut aut aut |
| author_sort | Bagirov, Adil |
| author_variant | a b ab n k nk m m m mm mmm |
| building | Verbundindex |
| bvnumber | BV042066610 |
| classification_rvk | QH 421 SK 870 SK 970 |
| collection | ZDB-2-SBE |
| ctrlnum | (Springer)978-3-319-08114-4 (OCoLC)890036282 (DE-599)HBZTT050430079 |
| dewey-full | 658.40301 |
| dewey-hundreds | 600 - Technology (Applied sciences) |
| dewey-ones | 658 - General management |
| dewey-raw | 658.40301 |
| dewey-search | 658.40301 |
| dewey-sort | 3658.40301 |
| dewey-tens | 650 - Management and auxiliary services |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Electronic eBook |
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| id | DE-604.BV042066610 |
| illustrated | Not Illustrated |
| indexdate | 2024-12-20T17:01:23Z |
| institution | BVB |
| isbn | 9783319081144 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027507374 |
| oclc_num | 890036282 |
| open_access_boolean | |
| owner | DE-703 DE-739 DE-1049 DE-92 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-19 DE-BY-UBM DE-Aug4 DE-859 DE-M347 DE-898 DE-BY-UBR DE-634 DE-2070s DE-473 DE-BY-UBG DE-522 DE-861 DE-573 DE-706 |
| owner_facet | DE-703 DE-739 DE-1049 DE-92 DE-863 DE-BY-FWS DE-862 DE-BY-FWS DE-19 DE-BY-UBM DE-Aug4 DE-859 DE-M347 DE-898 DE-BY-UBR DE-634 DE-2070s DE-473 DE-BY-UBG DE-522 DE-861 DE-573 DE-706 |
| physical | 1 Online-Ressource (XVIII, 372 p. 72 illus) |
| psigel | ZDB-2-SBE |
| publishDate | 2014 |
| publishDateSearch | 2014 |
| publishDateSort | 2014 |
| publisher | Springer International Publishing |
| record_format | marc |
| spellingShingle | Bagirov, Adil Karmitsa, Napsu 1971- Mäkelä, Marko M. Introduction to Nonsmooth Optimization Theory, Practice and Software Datenverarbeitung Wirtschaft Economics Electronic data processing Mathematical optimization Operations research Datenverarbeitung (DE-588)4011152-0 gnd Operations Research (DE-588)4043586-6 gnd Wirtschaft (DE-588)4066399-1 gnd Optimierung (DE-588)4043664-0 gnd |
| subject_GND | (DE-588)4011152-0 (DE-588)4043586-6 (DE-588)4066399-1 (DE-588)4043664-0 |
| title | Introduction to Nonsmooth Optimization Theory, Practice and Software |
| title_auth | Introduction to Nonsmooth Optimization Theory, Practice and Software |
| title_exact_search | Introduction to Nonsmooth Optimization Theory, Practice and Software |
| title_full | Introduction to Nonsmooth Optimization Theory, Practice and Software Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä |
| title_fullStr | Introduction to Nonsmooth Optimization Theory, Practice and Software Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä |
| title_full_unstemmed | Introduction to Nonsmooth Optimization Theory, Practice and Software Adil Bagirov, Napsu Karmitsa, Marko M. Mäkelä |
| title_short | Introduction to Nonsmooth Optimization |
| title_sort | introduction to nonsmooth optimization theory practice and software |
| title_sub | Theory, Practice and Software |
| topic | Datenverarbeitung Wirtschaft Economics Electronic data processing Mathematical optimization Operations research Datenverarbeitung (DE-588)4011152-0 gnd Operations Research (DE-588)4043586-6 gnd Wirtschaft (DE-588)4066399-1 gnd Optimierung (DE-588)4043664-0 gnd |
| topic_facet | Datenverarbeitung Wirtschaft Economics Electronic data processing Mathematical optimization Operations research Operations Research Optimierung |
| url | http://link.springer.com/book/10.1007/978-3-319-08114-4 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027507374&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027507374&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
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