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Produktbild: Nonlinear Optimization

Nonlinear Optimization

Aus der Reihe Springer Undergraduate Texts in Mathematics and Technology

63,99 €

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Beschreibung

This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definitions,...

Beschreibung

This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. The exercises emphasize fundamental theoretical results on optimality and duality theorems, numerical methods with or without constraints, and derivative-free optimization. Selected solutions are given. Applications to theoretical results and numerical methods are highlighted to help students comprehend methods and techniques.


Rezension

“The book can be used for ‘upper-level undergraduate students of mathematics and statistics, and graduate students of industrial engineering.’ … I would recommend it to students for further reading and to colleagues for its nicely illustrated material that may be used for designing their lectures on nonlinear optimization.” (Martin Schmidt, SIAM Review, Vol. 62 (2), 2020)

“This book is a valuable contribution to optimization, its theory, methods and applications ... . Applications to theoretical results and numerical methods are highlighted to help readers, e.g., students, in order to understand and learn approaches and methods. This excellent book is clearly and well structured, analytically deep, well exemplified, beautifully illustrated, and written with care and taste.” (Gerhard-Wilhelm, WeberJoanna Majchrzak and Erik Kropat, zbMATH 1423.90001, 2019)

Produktdetails

Einband

Gebundene Ausgabe
Erscheinungsdatum

08.03.2019
Abbildungen

XIV, 350 p. 193 illus., 106 illus. in color.
Verlag Springer

Produktdetails

Einband

Gebundene Ausgabe
Erscheinungsdatum

08.03.2019
Abbildungen

XIV, 350 p. 193 illus., 106 illus. in color.
Verlag Springer
Seitenzahl

350
Maße (L/B/H)

24,1/16/2,6 cm
Gewicht

665 g
Sprache

Englisch
ISBN

978-3-030-11183-0
Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Nonlinear Optimization
  • 1. Preliminaries.- Part I. Analytical Optimization.- 2. Convexity.- 3. Unconstrained Optimization.- 4. Convex Optimization.- Part II. Numerical Optimization.- 5. Unconstrained Optimization Algorithms.- 6. Constrained Optimization.- Solutions to selected exercises.- References.- Index.