Holdings: Newton-type methods for optimization and variational problems

Newton-type methods for optimization and variational problems:

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Bibliographic Details
Main Authors:	Izmailov, Alexey F. (Author), Solodov, Mikhail V. (Author)
Format:	Electronic eBook
Language:	English
Published:	Cham [u.a.] Springer 2014
Series:	Springer series in operations research and financial engineering
Subjects:	Optimierung Variationsproblem
Online Access:	DE-634 DE-861 DE-91 DE-384 DE-19 DE-703 DE-20 DE-739 Volltext Inhaltsverzeichnis Abstract
Physical Description:	1 Online-Ressource
ISBN:	9783319042466 9783319042473
DOI:	10.1007/978-3-319-04247-3

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MARC


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adam_text	NEWTON-TYPE METHODS FOR OPTIMIZATION AND VARIATIONAL PROBLEMS / IZMAILOV, ALEXEY F. : 2014 TABLE OF CONTENTS / INHALTSVERZEICHNIS 1. ELEMENTS OF OPTIMIZATION THEORY AND VARIATIONAL ANALYSIS 2. EQUATIONS AND UNCONSTRAINED OPTIMIZATION 3. VARIATIONAL PROBLEMS: LOCAL METHODS 4. CONSTRAINED OPTIMIZATION: LOCAL METHODS 5. VARIATIONAL PROBLEMS: GLOBALIZATION OF CONVERGENCE 6. CONSTRAINED OPTIMIZATION: GLOBALIZATION OF CONVERGENCE 7. DEGENERATE PROBLEMS WITH NON-ISOLATED SOLUTIONS A. MISCELLANEOUS MATERIAL DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT. NEWTON-TYPE METHODS FOR OPTIMIZATION AND VARIATIONAL PROBLEMS / IZMAILOV, ALEXEY F. : 2014 ABSTRACT / INHALTSTEXT THIS BOOK PRESENTS COMPREHENSIVE STATE-OF-THE-ART THEORETICAL ANALYSIS OF THE FUNDAMENTAL NEWTONIAN AND NEWTONIAN-RELATED APPROACHES TO SOLVING OPTIMIZATION AND VARIATIONAL PROBLEMS. A CENTRAL FOCUS IS THE RELATIONSHIP BETWEEN THE BASIC NEWTON SCHEME FOR A GIVEN PROBLEM AND ALGORITHMS THAT ALSO ENJOY FAST LOCAL CONVERGENCE. THE AUTHORS DEVELOP GENERAL PERTURBED NEWTONIAN FRAMEWORKS THAT PRESERVE FAST CONVERGENCE AND CONSIDER SPECIFIC ALGORITHMS AS PARTICULAR CASES WITHIN THOSE FRAMEWORKS, I.E., AS PERTURBATIONS OF THE ASSOCIATED BASIC NEWTON ITERATIONS. THIS APPROACH YIELDS A SET OF TOOLS FOR THE UNIFIED TREATMENT OF VARIOUS ALGORITHMS, INCLUDING SOME NOT OF THE NEWTON TYPE PER SE. AMONG THE NEW SUBJECTS ADDRESSED IS THE CLASS OF DEGENERATE PROBLEMS. IN PARTICULAR, THE PHENOMENON OF ATTRACTION OF NEWTON ITERATES TO CRITICAL LAGRANGE MULTIPLIERS AND ITS CONSEQUENCES AS WELL AS STABILIZED NEWTON METHODS FOR VARIATIONAL PROBLEMS AND STABILIZED SEQUENTIAL QUADRATIC PROGRAMMING FOR OPTIMIZATION. THIS VOLUME WILL BE USEFUL TO RESEARCHERS AND GRADUATE STUDENTS IN THE FIELDS OF OPTIMIZATION AND VARIATIONAL ANALYSIS DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
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author	Izmailov, Alexey F. Solodov, Mikhail V.
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format	Electronic eBook
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spelling	Izmailov, Alexey F. Verfasser aut Newton-type methods for optimization and variational problems Alexey F. Izmailov ; Mikhail V. Solodov Cham [u.a.] Springer 2014 1 Online-Ressource txt rdacontent c rdamedia cr rdacarrier Springer series in operations research and financial engineering Optimierung (DE-588)4043664-0 gnd rswk-swf Variationsproblem (DE-588)4187419-5 gnd rswk-swf Variationsproblem (DE-588)4187419-5 s Optimierung (DE-588)4043664-0 s 1\p DE-604 Solodov, Mikhail V. Verfasser (DE-588)1050367049 aut https://doi.org/10.1007/978-3-319-04247-3 Verlag Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027263586&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027263586&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk
spellingShingle	Izmailov, Alexey F. Solodov, Mikhail V. Newton-type methods for optimization and variational problems Optimierung (DE-588)4043664-0 gnd Variationsproblem (DE-588)4187419-5 gnd
subject_GND	(DE-588)4043664-0 (DE-588)4187419-5
title	Newton-type methods for optimization and variational problems
title_auth	Newton-type methods for optimization and variational problems
title_exact_search	Newton-type methods for optimization and variational problems
title_full	Newton-type methods for optimization and variational problems Alexey F. Izmailov ; Mikhail V. Solodov
title_fullStr	Newton-type methods for optimization and variational problems Alexey F. Izmailov ; Mikhail V. Solodov
title_full_unstemmed	Newton-type methods for optimization and variational problems Alexey F. Izmailov ; Mikhail V. Solodov
title_short	Newton-type methods for optimization and variational problems
title_sort	newton type methods for optimization and variational problems
topic	Optimierung (DE-588)4043664-0 gnd Variationsproblem (DE-588)4187419-5 gnd
topic_facet	Optimierung Variationsproblem
url	https://doi.org/10.1007/978-3-319-04247-3 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027263586&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=027263586&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA
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