
Dynamic Optimization for Beginners
With Prerequisites and Applications
EMS Press
1st Edition
Published on 6. October 2021
Book
Hardback
XII, 348 pages
978-3-98547-012-9 (ISBN)
Description
Nowadays, optimization problems for dynamical systems enter more and more the basic knowledge required to approach applied sciences, engineering, and social sciences. On the other hand, even the results of most common use in this filed, known as dynamic optimization, assume familiarity with an advanced mathematical background which may at times be perceived as discouraging.
The main purpose of this book is to give interested readers a friendly introduction to this subject, providing them with the essential notions needed to handle most of the concrete situations they will be faced with. The main topics covered are calculus of variations, optimal control theory, and dynamic programming. As explained above, the book aims to be of interest both to mathematics students and to students or researchers in other disciplines such as economics and data science, who wish to use dynamic optimization in a conscientious way.
The contents are self-contained and all the prerequisites may be found in the first chapters. Many applications are discussed and a large number of examples and exercises, both proposed and solved, complements the theory.
More details
Series
Language
English
Place of publication
Berlin
Germany
Target group
Professional and scholarly
Undergraduate and graduate students interested in optimization
Dimensions
Height: 23.5 cm
Width: 16.5 cm
ISBN-13
978-3-98547-012-9 (9783985470129)
Schweitzer Classification