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Book synopsis

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.

Book details

Book category Books in German Naturwissenschaften, Medizin, Informatik, Technik Mathematik Mathematik - Sonstiges

• Full title: Classical And Modern Optimization
• Author: Guillaume Carlier
• Language: English
• Binding: Paperback
• Number of pages: 388
• EAN: 9781800610866
• ISBN: 1800610866
• ID: 36580318
• Publisher: World Scientific Europe Ltd
• Weight: 554 g
• Dimensions: 152 × 228 × 24 mm
• Date of publishing: 07. April 2022

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