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Classical And Modern Optimization

Guillaume Carlier (Univ Paris Dauphine, France)

$208.95   $167.02

Paperback

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English
World Scientific Europe Ltd
07 April 2022
The quest for the optimal is ubiquitous in nature and human behavior. The field of mathematical optimization has a long history and remains active today, particularly in the development of machine learning.

Classical and Modern Optimization presents a self-contained overview of classical and modern ideas and methods in approaching optimization problems. The approach is rich and flexible enough to address smooth and non-smooth, convex and non-convex, finite or infinite-dimensional, static or dynamic situations. The first chapters of the book are devoted to the classical toolbox: topology and functional analysis, differential calculus, convex analysis and necessary conditions for differentiable constrained optimization. The remaining chapters are dedicated to more specialized topics and applications.

Valuable to a wide audience, including students in mathematics, engineers, data scientists or economists, Classical and Modern Optimization contains more than 200 exercises to assist with self-study or for anyone teaching a third- or fourth-year optimization class.
By:  
Imprint:   World Scientific Europe Ltd
Country of Publication:   United Kingdom
Volume:   0
ISBN:   9781800610866
ISBN 10:   1800610866
Series:   Advanced Textbooks In Mathematics
Pages:   388
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  Primary ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

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