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Convex Analysis for Optimization

- A Unified Approach
Af: Jan Brinkhuis Engelsk Paperback

Convex Analysis for Optimization

- A Unified Approach
Af: Jan Brinkhuis Engelsk Paperback
Tjek vores konkurrenters priser

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
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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
Produktdetaljer
Sprog: Engelsk
Sider: 257
ISBN-13: 9783030418069
Indbinding: Paperback
Udgave:
ISBN-10: 3030418065
Udg. Dato: 6 maj 2021
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer Nature Switzerland AG
Oplagsdato: 6 maj 2021
Forfatter(e): Jan Brinkhuis
Forfatter(e) Jan Brinkhuis


Kategori Algebraisk geometri


ISBN-13 9783030418069


Sprog Engelsk


Indbinding Paperback


Sider 257


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 6 maj 2021


Oplagsdato 6 maj 2021


Forlag Springer Nature Switzerland AG

Kategori sammenhænge