Carlier Guillaume (Univ Paris Dauphine France) - Classical And Modern Optimization - Paperback

Binding: Paperback
Description: 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.
Title: Classical And Modern Optimization
Author(s): Carlier Guillaume (Univ Paris Dauphine France)
Publisher: World Scientific Europe Ltd
Barcode: 9781800610866
Pages: 388 Pages
Publication Date: 4/7/2022
Series: Advanced Textbooks In Mathematics
Category: Optimization