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Adaptive Scalarization Methods in Multiobjective Optimization
Kategorie	Beschreibung
036a	XA-DE‡XA-DE-BE
037b	eng
077a	281689466 Druckausg.: ‡Eichfelder, Gabriele, 1977 - : Adaptive scalarization methods in multiobjective optimization
087q	978-3-540-79157-7
100	Eichfelder, Gabriele
331	Adaptive Scalarization Methods in Multiobjective Optimization
410	Berlin ; Heidelberg
412	Springer
425	2008
425a	2008
433	Online-Ressource (XIII, 241 p, online resource)
451b	Vector Optimization
501	Literaturverz. S. 219 - 238
517	Theoretical Basics of Multiobjective Optimization; Scalarization Approaches; Sensitivity Results for the Scalarizations; Adaptive Parameter Control; Numerical Results; Application to Intensity Modulated Radiotherapy; Application to Multiobjective Bilevel Optimization;
527	Druckausg.: ‡Eichfelder, Gabriele, 1977 - : Adaptive scalarization methods in multiobjective optimization
540a	ISBN 978-3-540-79159-1
700	\|UY
700	\|UYA
700	\|COM014000
700	\|COM031000
700	\|*90-02
700	\|90C29
700	\|90C31
700	\|90C59
700b	\|004.0151
700b	\|519.6
700b	\|006.3
700b	\|510
700c	\|QA75.5-76.95
700g	1271512289 QH 422
700g	127088123X SK 870
700m	\|519.7
750	This book presents adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarization approaches. Readers will benefit from the new adaptive methods and ideas for solving multiobjective optimization.
753	This book presents adaptive solution methods for multiobjective optimization problems based on parameter dependent scalarization approaches. With the help of sensitivity results an adaptive parameter control is developed such that high-quality approximations of the efficient set are generated. These examinations are based on a special scalarization approach, but the application of these results to many other well-known scalarization methods is also presented. Thereby very general multiobjective optimization problems are considered with an arbitrary partial ordering defined by a closed pointed convex cone in the objective space. The effectiveness of these new methods is demonstrated with several test problems as well as with a recent problem in intensity-modulated radiotherapy. The book concludes with a further application: a procedure for solving multiobjective bilevel optimization problems is given and is applied to a bicriteria bilevel problem in medical engineering.
902s	214240622 Mehrkriterielle Optimierung
902f	00000129 Online-Publikation
907s	214240622 Mehrkriterielle Optimierung
012	283374764
081	Adaptive Scalarization Methods in Multiobjective Optimization
100	Springer E-Book
125a	Elektronischer Volltext - Campuslizenz
655e	$uhttp://dx.doi.org/10.1007/978-3-540-79159-1