Convex Analysis for Optimization

Dekorationsartikel gehören nicht zum Leistungsumfang.

Sprache: Englisch

90,94 €*

inkl. MwSt.

Versandkostenfrei per Post / DHL

Aktuell nicht verfügbar

Kategorien:

Der Artikel ist nicht in deutscher Sprache verfasst.
Die Sprache der Produktbeschreibung und Details kann in Englisch angegeben sein. Sollten Sie Verständnisprobleme haben, wenden Sie sich gerne an uns.

Beschreibung

This textbook offers graduate students a concise introduction to the classic notions of convex optimization. Written in a highly accessible style and including numerous examples and illustrations, it presents everything readers need to know about convexity and convex optimization.

The book introduces a systematic three-step method for doing everything, which can be summarized as "conify, work, deconify". It starts with the concept of convex sets, their primal description, constructions, topological properties and dual description, and then moves on to convex functions and the fundamental principles of convex optimization and their use in the complete analysis of convex optimization problems by means of a systematic four-step method. Lastly, it includes chapters on alternative formulations of optimality conditions and on illustrations of their use.

"The author deals with the delicate subjects in a precise yet light-minded spirit... For experts in the field, this book not only offers a unifying view, but also opens a door to new discoveries in convexity and optimization...perfectly suited for classroom teaching." Shuzhong Zhang, Professor of Industrial and Systems Engineering, University of Minnesota

Über den Autor

Jan Brinkhuis is an Associate Professor of Mathematical Methods and Techniques at the Econometric Institute of Erasmus University Rotterdam, specialized in the theory and application of optimization theory and game theory.

Zusammenfassung

Presents a unified novel three-step method for all constructions, formulas and proofs of the important classic notions of convexity

Includes numerous exercises and illustrations to stimulate learning by doing and seeing

Written in a narrative style with short sections and concise proofs

Inhaltsverzeichnis

Convex Sets: Basic properties.- Convex Sets: Binary Operations.- Convex Sets: Topological Properties.- Convex Sets: Dual Description.- Convex Functions: Basic Properties.- Convex Functions: Dual Description.- Convex Problems: The Main Questions.- Optimality Conditions: Reformulations.- Application to Convex Problems.

Details

Erscheinungsjahr:	2021
Fachbereich:	Allgemeines
Genre:	Wirtschaft
Rubrik:	Recht & Wirtschaft
Medium:	Taschenbuch
Reihe:	Graduate Texts in Operations Research
Inhalt:	xxvii 257 S. 92 s/w Illustr. 257 p. 92 illus.
ISBN-13:	9783030418069
ISBN-10:	3030418065
Sprache:	Englisch
Ausstattung / Beilage:	Paperback
Einband:	Kartoniert / Broschiert
Autor:	Brinkhuis, Jan
Auflage:	1st ed. 2020
Hersteller:	Springer International Publishing Springer International Publishing AG Graduate Texts in Operations Research
Maße:	235 x 155 x 16 mm
Von/Mit:	Jan Brinkhuis
Erscheinungsdatum:	06.05.2021
Gewicht:	0,441 kg

Artikel-ID: 119793517