Classical And Modern Optimization

Classical And Modern Optimization by Guillaume Carlier

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.

SKU	Unavailable
ISBN 13	9781800610866
ISBN 10	1800610866
Title	Classical And Modern Optimization
Author	Guillaume Carlier
Series	Advanced Textbooks In Mathematics
Condition	Unavailable
Binding Type	Paperback
Publisher	World Scientific Europe Ltd
Year published	2022-04-07
Number of pages	388
Cover note	Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
Note	Unavailable