The Resource Adaptive Scalarization Methods in Multiobjective Optimization, by Gabriele Eichfelder, (electronic resource)

Adaptive Scalarization Methods in Multiobjective Optimization, by Gabriele Eichfelder, (electronic resource)

Label
Adaptive Scalarization Methods in Multiobjective Optimization
Title
Adaptive Scalarization Methods in Multiobjective Optimization
Statement of responsibility
by Gabriele Eichfelder
Creator
Author
Author
Subject
Language
  • eng
  • eng
Summary
This book presents new adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarizations. With the help of sensitivity results an adaptive parameter control is developed so that high-quality approximations of the efficient set are generated. These examinations are based on a general scalarization approach for arbitrary partial orderings defined by a closed pointed convex cone in the objective space. The application of the results to many other well-known scalarization methods is also presented. Background material of multiobjective optimization and scalarization approaches is concisely summarized at the beginning. The effectiveness of these new methods is demonstrated by test problems and a recent problem in intensity-modulated radiotherapy. The book concludes with a further application: a procedure for solving multiobjective bilevel optimization problems
Member of
Is Subseries of
http://library.link/vocab/creatorName
Eichfelder, Gabriele
Dewey number
006.3
http://bibfra.me/vocab/relation/httpidlocgovvocabularyrelatorsaut
bWByoZA3Zok
Language note
English
LC call number
QA75.5-76.95
Literary form
non fiction
Nature of contents
dictionaries
Series statement
Vector Optimization,
http://library.link/vocab/subjectName
  • Information theory
  • Operations research
  • Computational complexity
  • Theory of Computation
  • Operations Research/Decision Theory
  • Operations Research, Management Science
  • Discrete Mathematics in Computer Science
Label
Adaptive Scalarization Methods in Multiobjective Optimization, by Gabriele Eichfelder, (electronic resource)
Instantiates
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Theory -- Theoretical Basics of Multiobjective Optimization -- Scalarization Approaches -- Sensitivity Results for the Scalarizations -- Numerical Methods and Results -- Adaptive Parameter Control -- Numerical Results -- Application to Intensity Modulated Radiotherapy -- Multiobjective Bilevel Optimization -- Application to Multiobjective Bilevel Optimization
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (250 p.)
Form of item
online
Isbn
9786611310141
Media category
computer
Media type code
c
Other control number
10.1007/978-3-540-79159-1
Specific material designation
remote
System control number
  • (CKB)1000000000440563
  • (EBL)371315
  • (OCoLC)272306819
  • (SSID)ssj0000097165
  • (PQKBManifestationID)11122244
  • (PQKBTitleCode)TC0000097165
  • (PQKBWorkID)10114659
  • (PQKB)10553305
  • (DE-He213)978-3-540-79159-1
  • (MiAaPQ)EBC371315
  • (EXLCZ)991000000000440563
Label
Adaptive Scalarization Methods in Multiobjective Optimization, by Gabriele Eichfelder, (electronic resource)
Publication
Note
Description based upon print version of record
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
cr
Content category
text
Content type code
txt
Contents
Theory -- Theoretical Basics of Multiobjective Optimization -- Scalarization Approaches -- Sensitivity Results for the Scalarizations -- Numerical Methods and Results -- Adaptive Parameter Control -- Numerical Results -- Application to Intensity Modulated Radiotherapy -- Multiobjective Bilevel Optimization -- Application to Multiobjective Bilevel Optimization
Dimensions
unknown
Edition
1st ed. 2008.
Extent
1 online resource (250 p.)
Form of item
online
Isbn
9786611310141
Media category
computer
Media type code
c
Other control number
10.1007/978-3-540-79159-1
Specific material designation
remote
System control number
  • (CKB)1000000000440563
  • (EBL)371315
  • (OCoLC)272306819
  • (SSID)ssj0000097165
  • (PQKBManifestationID)11122244
  • (PQKBTitleCode)TC0000097165
  • (PQKBWorkID)10114659
  • (PQKB)10553305
  • (DE-He213)978-3-540-79159-1
  • (MiAaPQ)EBC371315
  • (EXLCZ)991000000000440563

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