Introduction to the Theory of Nonlinear Optimization - Johannes Jahn

Introduction to the Theory of Nonlinear Optimization

(Autor)

Buch | Softcover
X, 292 Seiten
2014 | 3rd ed. 2007
Springer Berlin (Verlag)
978-3-642-42657-5 (ISBN)
117,69 inkl. MwSt
This book serves as an introductory text to optimization theory in normed spaces. Topics of this book are existence results, various differentiability notions together with optimality conditions, the contingent cone, a generalization of the Lagrange multiplier rule, duality theory, extended semidefinite optimization, and the investigation of linear quadratic and time minimal control problems. This textbook presents fundamentals with particular emphasis on the application to problems in the calculus of variations, approximation and optimal control theory. The reader is expected to have a basic knowledge of linear functional analysis.

and Problem Formulation.- Existence Theorems for Minimal Points.- Generalized Derivatives.- Tangent Cones.- Generalized Lagrange Multiplier Rule.- Duality.- Application to Extended Semidefinite Optimization.- Direct Treatment of Special Optimization Problems.

From the reviews of the third edition:

"Jahn's textbook provides a thorough development of optimality conditions for optimization problems on function spaces. ... The book will be of interest to suitably prepared graduate students and researchers who are working on problems in optimal control theory. It may also be of interest to analysts who want to learn something about how functional analysis is used in the theory of optimization." (Brain Borchers, MathDL, April, 2007)

"The third edition of this book has eight chapters ... . The book is written in a lucid style. It may be very useful to lecturers, students, and researchers." (Stanislaw Walczak, Zentralblatt MATH, Vol. 1115 (17), 2007)

Erscheint lt. Verlag 6.12.2014
Zusatzinfo X, 292 p.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 468 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Angewandte Mathematik
Wirtschaft Betriebswirtschaft / Management
Schlagworte Calculus of Variations • Control Theory • linear optimization • Nonlinear Optimization • Optimality conditions • Optimization • optimization theory • Vector Optimization
ISBN-10 3-642-42657-3 / 3642426573
ISBN-13 978-3-642-42657-5 / 9783642426575
Zustand Neuware
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