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Classical And Modern Optimization
Engelsk
Bogcover for Classical And Modern Optimization af Guillaume Carlier, 9781800610866
Specifikationer
Sprog:
Engelsk
Sider:
388
ISBN-13:
9781800610866
Indbinding:
Paperback
ISBN-10:
1800610866
Kategori:
Udg. Dato:
7 apr 2022
Størrelse i cm:
15,2 x 22,8 x 2,4
Serie:
Advanced Textbooks In Mathematics
Oplagsdato:
7 apr 2022
Forfatter(e):

Classical And Modern Optimization

Engelsk
Paperback 2022
Format:

Bog beskrivelse
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.
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Specifikationer
Sprog:
Engelsk
Sider:
388
ISBN-13:
9781800610866
Indbinding:
Paperback
ISBN-10:
1800610866
Kategori:
Udg. Dato:
7 apr 2022
Størrelse i cm:
15,2 x 22,8 x 2,4
Serie:
Advanced Textbooks In Mathematics
Oplagsdato:
7 apr 2022
Forfatter(e):
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