TY  - BOOK
AU  - Carlier,Guillaume
TI  - Classical and modern optimization
T2  - Advanced textbooks in mathematics,
SN  - 9781944660529
U1  - 519.2 
PY  - 2024///
CY  - London
PB  - World Scientific
KW  - Mathematical optimization
N1  - Includes bibliographical references and index
N2  - 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
UR  - https://www.worldscientific.com/doi/epdf/10.1142/9781800610668_fmatter
UR  - https://www.goodreads.com/book/show/75307136-classical-and-modern-optimization#CommunityReviews
ER  -