CALCULUS OF VARIATIONS AND OPTIMAL CONTROL

Classical And Modern Optimization

Name: Classical And Modern Optimization
Brand: World Scientific
SKU: 9781944660529
Price: 1276.00 INR
Availability: InStock
ISBN: 9781944660529

Contributor(s): Carlier Guillaume Author Format: Paperback

Paperback · ISBN 9781944660529

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Key Specifications

ISBN	9781944660529
Publisher	World Scientific
Language	English
Page count	388

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.

Classical And Modern Optimization

Key Specifications

Carlier Guillaume Author

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