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Classical and modern optimization
Paperback
€94.25
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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.
- Product Details
-
- ISBN
- 9781800610866
- Format
- Paperback
- Publisher
- World Scientific Publishing, (28 March 2022)
- Number of Pages
- 358
- Weight
- 554 grams
- Language
- English
- Dimensions
- 152 x 228 x 24 mm
- Series:
- See all books in this series
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