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Optimization in function spaces : with stability considerations in Orlicz spaces /

This is an essentially self-contained book on the theory of convex functions and convex optimization in Banach spaces, with a special interest in Orlicz spaces. Approximate algorithms based on the stability principles and the solution of the corresponding nonlinear equations are developed in this te...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Kosmol, Peter
Otros Autores: Müller-Wichards, D. (Dieter), 1946-
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin ; New York : De Gruyter, 2011.
Colección:De Gruyter series in nonlinear analysis and applications ; 13.
Temas:
Acceso en línea:Texto completo

MARC

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100 1 |a Kosmol, Peter. 
245 1 0 |a Optimization in function spaces :  |b with stability considerations in Orlicz spaces /  |c Peter Kosmol, Dieter Müller-Wichards. 
260 |a Berlin ;  |a New York :  |b De Gruyter,  |c 2011. 
300 |a 1 online resource (xiv, 388 pages) :  |b illustrations 
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490 1 |a De Gruyter series in nonlinear analysis and applications,  |x 0941-813X ;  |v 13 
504 |a Includes bibliographical references and index. 
588 0 |a Print version record. 
520 |a This is an essentially self-contained book on the theory of convex functions and convex optimization in Banach spaces, with a special interest in Orlicz spaces. Approximate algorithms based on the stability principles and the solution of the corresponding nonlinear equations are developed in this text. A synopsis of the geometry of Banach spaces, aspects of stability and the duality of different levels of differentiability and convexity is developed. And it is provided a novel approach to the fundamental theorems of Variational Calculus based on the principle of pointwise minimization of the Lagrangian on the one hand and convexification by quadratic supplements using the classical Legendre-Ricatti equation on the other. The reader should be familiar with the concepts of mathematical analysis and linear algebra. Some awareness of the principles of measure theory will turn out to be helpful. The book is suitable for students of the second half of undergraduate studies, and it provides a rich set of material for a master course on linear and nonlinear functional analysis. Additionally it offers novel aspects at the advanced level. 
505 0 |a Preface; Contents; 1 Approximation in Orlicz Spaces; 2 Polya Algorithms in Orlicz Spaces; 3 Convex Sets and Convex Functions; 4 Numerical Treatment of Non-linear Equations and Optimization Problems; 5 Stability and Two-stage Optimization Problems; 6 Orlicz Spaces; 7 Orlicz Norm and Duality; 8 Differentiability and Convexity in Orlicz Spaces; 9 Variational Calculus; Bibliography; List of Symbols; Index. 
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650 0 |a Stability  |x Mathematical models. 
650 0 |a Mathematical optimization. 
650 0 |a Orlicz spaces. 
650 6 |a Stabilité  |x Modèles mathématiques. 
650 6 |a Optimisation mathématique. 
650 6 |a Espaces d'Orlicz. 
650 7 |a MATHEMATICS  |x Differential Equations  |x General.  |2 bisacsh 
650 7 |a Mathematical optimization.  |2 fast  |0 (OCoLC)fst01012099 
650 7 |a Orlicz spaces.  |2 fast  |0 (OCoLC)fst01048255 
650 7 |a Stability  |x Mathematical models.  |2 fast  |0 (OCoLC)fst01131207 
650 7 |a Stabilität  |2 gnd 
650 7 |a Banach-Raum  |2 gnd 
650 7 |a Orlicz-Raum  |2 gnd 
650 7 |a Konvexe Optimierung  |2 gnd 
700 1 |a Müller-Wichards, D.  |q (Dieter),  |d 1946- 
776 0 8 |i Print version:  |a Kosmol, Peter.  |t Optimization in function spaces.  |d Berlin ; New York : De Gruyter, 2011  |w (DLC) 2010036123 
830 0 |a De Gruyter series in nonlinear analysis and applications ;  |v 13.  |x 0941-813X 
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