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Optimization on Low Rank Nonconvex Structures
Buch
Buch
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Fachbuch
1996

Optimization on Low Rank Nonconvex Structures

ISBN
EAN
978-0-7923-4308-0
9780792343080
Artikel-Nr.
VW2PWR9
Kostenloser Versand
Rabatt
-2.3
%
CHF 382.00
CHF
373.40
Anzahl
1
Maximale
Lieferzeit
13
Arbeitstage
Dienstag
12.10.2021
speech-bubble-svg Beschreibung
Global optimization is one of the fastest developing fields in mathematical optimization. In fact, an increasing number of remarkably efficient deterministic algorithms have been proposed in the last ten years for solving several classes of large scale specially structured problems encountered in such areas as chemical engineering, financial engineering, location and network optimization, production and inventory control, engineering design, computational geometry, and multi-objective and multi-level optimization.
These new developments motivated the authors to write a new book devoted to global optimization problems with special structures. Most of these problems, though highly nonconvex, can be characterized by the property that they reduce to convex minimization problems when some of the variables are fixed. A number of recently developed algorithms have been proved surprisingly efficient for handling typical classes of problems exhibiting such structures, namely low rank nonconvex structures.
Audience: The book will serve as a fundamental reference book for all those who are interested in mathematical optimization.
Inhaltsverzeichnis
Preface. Part I: Foundations. 1. Scope of Global Optimization. 2. Quasi-Convexity. 3. D.C. Functions and D.C. Sets. 4. Duality. 5. Low-Rank Nonconvex Structures. 6. Global Search Methods and Basic D.C. Optimization Algorithms. Part II: Methods and Algorithms. 7. Parametric Approaches in Global Optimization. 8. Multiplicative Programming Problems. 9. Monotonic Problems. 10. Decomposition Methods by Prices. 11. Dynamic Programming Algorithms in Global Optimization. Part III: Selected Applications. 12. Low Rank Nonconvex Quadratic Programming. 13. Continuous Location. 14. Design Centering and Related Geometric Problems. 15. Multiobjective and Bilevel Programming. References. Index.
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Herausgeber/-innen
Zielgruppe
Research
Publikation
Vereinigte Staaten
31.12.1996
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Sprache
Englisch
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Hardcover
460 Seiten
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Kostenloser Versand: Schweiz & Liechtenstein
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