Convex Analysis for Optimization : A Unified Approach /

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 introduce...

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Bibliographic Details
Main Author:	Brinkhuis, Jan (Author)
Corporate Author:	SpringerLink (Online service)
Format:	eBook
Language:	English
Published:	Cham : Springer International Publishing : Imprint: Springer, 2020.
Edition:	1st ed. 2020.
Series:	Graduate Texts in Operations Research,
Subjects:	Operations research. Decision making. Management science. Mathematical optimization. Convex geometry . Discrete geometry. Polytopes. Operations Research/Decision Theory. Operations Research, Management Science. Continuous Optimization. Convex and Discrete Geometry. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

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. .