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Adaptive Scalarization Methods in Multiobjective Optimization
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 examina...
| Clasificación: | Libro Electrónico |
|---|---|
| Autor principal: | |
| Autor Corporativo: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Berlin, Heidelberg :
Springer Berlin Heidelberg : Imprint: Springer,
2008.
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| Edición: | 1st ed. 2008. |
| Colección: | Vector Optimization,
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| Temas: | |
| Acceso en línea: | Texto Completo |
MARC
| LEADER | 00000nam a22000005i 4500 | ||
|---|---|---|---|
| 001 | 978-3-540-79159-1 | ||
| 003 | DE-He213 | ||
| 005 | 20220111072346.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 100301s2008 gw | s |||| 0|eng d | ||
| 020 | |a 9783540791591 |9 978-3-540-79159-1 | ||
| 024 | 7 | |a 10.1007/978-3-540-79159-1 |2 doi | |
| 050 | 4 | |a QA75.5-76.95 | |
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| 082 | 0 | 4 | |a 004.0151 |2 23 |
| 100 | 1 | |a Eichfelder, Gabriele. |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Adaptive Scalarization Methods in Multiobjective Optimization |h [electronic resource] / |c by Gabriele Eichfelder. |
| 250 | |a 1st ed. 2008. | ||
| 264 | 1 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg : |b Imprint: Springer, |c 2008. | |
| 300 | |a XIII, 241 p. |b online resource. | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 1 | |a Vector Optimization, |x 1867-898X | |
| 505 | 0 | |a 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. | |
| 520 | |a 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. | ||
| 650 | 0 | |a Computer science. | |
| 650 | 0 | |a Operations research. | |
| 650 | 0 | |a Management science. | |
| 650 | 0 | |a Computer science-Mathematics. | |
| 650 | 0 | |a Discrete mathematics. | |
| 650 | 1 | 4 | |a Theory of Computation. |
| 650 | 2 | 4 | |a Operations Research and Decision Theory. |
| 650 | 2 | 4 | |a Operations Research, Management Science . |
| 650 | 2 | 4 | |a Discrete Mathematics in Computer Science. |
| 710 | 2 | |a SpringerLink (Online service) | |
| 773 | 0 | |t Springer Nature eBook | |
| 776 | 0 | 8 | |i Printed edition: |z 9783642098048 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540849797 |
| 776 | 0 | 8 | |i Printed edition: |z 9783540791577 |
| 830 | 0 | |a Vector Optimization, |x 1867-898X | |
| 856 | 4 | 0 | |u https://doi.uam.elogim.com/10.1007/978-3-540-79159-1 |z Texto Completo |
| 912 | |a ZDB-2-SCS | ||
| 912 | |a ZDB-2-SXCS | ||
| 950 | |a Computer Science (SpringerNature-11645) | ||
| 950 | |a Computer Science (R0) (SpringerNature-43710) | ||