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Optimization with Multivalued Mappings: Theory, Applications and Algorithms (Springer Optimization and Its Applications, 2) - Hardcover
Synopsis
This book focuses on the tremendous development that has taken place recently in the field of of nondifferentiable nonconvex optimization. Coverage includes the formulation of optimality conditions using different kinds of generalized derivatives for set-valued mappings (such as, for example, the co-derivative of Mordukhovich), the opening of new applications (the calibration of water supply systems), and the elaboration of new solution algorithms (e.g., smoothing methods).
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From the Back Cover
In the field of nondifferentiable nonconvex optimization, one of the most intensely investigated areas is that of optimization problems involving multivalued mappings in constraints or as the objective function. This book focuses on the tremendous development in the field that has taken place since the publication of the most recent volumes on the subject. The new topics studied include the formulation of optimality conditions using different kinds of generalized derivatives for set-valued mappings (such as, for example, the coderivative of Mordukhovich), the opening of new applications (e.g., the calibration of water supply systems), or the elaboration of new solution algorithms (e.g., smoothing methods).
The book is divided into three parts. The focus in the first part is on bilevel programming. The chapters in the second part contain investigations of mathematical programs with equilibrium constraints. The third part is on multivalued set-valued optimization. The chapters were written by outstanding experts in the areas of bilevel programming, mathematical programs with equilibrium (or complementarity) constraints (MPEC), and set-valued optimization problems.
Audience
This book is intended for researchers, graduate students and practitioners in the fields of applied mathematics, operations research, and economics.
"About this title" may belong to another edition of this title.
- PublisherSpringer
- Publication date2006
- ISBN 10 0387342206
- ISBN 13 9780387342207
- BindingHardcover
- LanguageEnglish
- Number of pages288
- EditorDempe Stephan, Kalashnikov Vyacheslav
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Optimization with Multivalued Mappings: Theory, Applications and Algorithms
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Springer-Verlag New York Inc., 2006
ISBN 10: 0387342206
ISBN 13: 9780387342207
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