Classical And Modern Optimization
Seiten
2022
World Scientific Europe Ltd (Verlag)
978-1-80061-086-6 (ISBN)
World Scientific Europe Ltd (Verlag)
978-1-80061-086-6 (ISBN)
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.
Erscheinungsdatum | 23.03.2022 |
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Reihe/Serie | Advanced Textbooks In Mathematics |
Verlagsort | London |
Sprache | englisch |
Themenwelt | Mathematik / Informatik ► Mathematik ► Analysis |
Mathematik / Informatik ► Mathematik ► Angewandte Mathematik | |
Mathematik / Informatik ► Mathematik ► Finanz- / Wirtschaftsmathematik | |
ISBN-10 | 1-80061-086-6 / 1800610866 |
ISBN-13 | 978-1-80061-086-6 / 9781800610866 |
Zustand | Neuware |
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