Convex Analysis for Optimization: A Unified Approach: Graduate Texts in Operations Research
Autor Jan Brinkhuisen Limba Engleză Paperback – 6 mai 2021
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
| Toate formatele și edițiile | Preț | Express |
|---|---|---|
| Paperback (1) | 571.82 lei 6-8 săpt. | |
| Springer International Publishing – 6 mai 2021 | 571.82 lei 6-8 săpt. | |
| Hardback (1) | 717.57 lei 6-8 săpt. | |
| Springer International Publishing – 6 mai 2020 | 717.57 lei 6-8 săpt. |
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Specificații
ISBN-13: 9783030418069
ISBN-10: 3030418065
Pagini: 257
Ilustrații: XXVII, 257 p. 92 illus.
Dimensiuni: 155 x 235 mm
Greutate: 0.41 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seria Graduate Texts in Operations Research
Locul publicării:Cham, Switzerland
ISBN-10: 3030418065
Pagini: 257
Ilustrații: XXVII, 257 p. 92 illus.
Dimensiuni: 155 x 235 mm
Greutate: 0.41 kg
Ediția:1st ed. 2020
Editura: Springer International Publishing
Colecția Springer
Seria Graduate Texts in Operations Research
Locul publicării:Cham, Switzerland
Cuprins
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.
Recenzii
“The book is a valuable contribution to the topic of convex analysis. … A seasoned researcher in convex analysis and optimization will find this book more of a curiosity of possible interest. … Numerous examples and exercises are supplied at the end of each chapter. This book will provide a useful companion to other books on convex analysis and optimization when developing an introductory course in the area.” (Andrew C. Eberhard, Mathematical Reviews, August 2022)
Notă biografică
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.
Textul de pe ultima copertă
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 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
Caracteristici
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