Dynamic Optimization for Beginners
With Prerequisites and Applications
Seiten
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.
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.
Università di Roma “Tor Vergata”
Politecnico di Milano
| Erscheinungsdatum | 07.10.2021 |
|---|---|
| Reihe/Serie | EMS Textbooks in Mathematics |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 165 x 235 mm |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Angewandte Mathematik |
| Schlagworte | Calculus of Variations • dynamic optimization • Dynamic Programming • Hamilton–Jacobi–Bellman equation • optimal control • Pontryagin minimum principle |
| ISBN-13 | 9783985470129 / 9783985470129 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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