Classical And Modern Optimization (Hardcover)

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.

General

Imprint:	World Scientific Europe Ltd
Country of origin:	United Kingdom
Series:	Advanced Textbooks In Mathematics, 0
Release date:	April 2022
First published:	2022
Authors:	Guillaume Carlier
Format:	Hardcover
Pages:	388
ISBN-13:	978-1-80061-065-1
Categories:	Books > Science & Mathematics > Mathematics > Optimization > General
LSN:	1-80061-065-3
Barcode:	9781800610651

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