Stochastic Linear-Quadratic Optimal Control Theory: Differential Games and Mean-Field Problems / / by Jingrui Sun, Jiongmin Yong
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| Autore: |
Sun Jingrui
|
| Titolo: |
Stochastic Linear-Quadratic Optimal Control Theory: Differential Games and Mean-Field Problems / / by Jingrui Sun, Jiongmin Yong
|
| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Edizione: | 1st ed. 2020. |
| Descrizione fisica: | 1 online resource (138 pages) : illustrations |
| Disciplina: | 519.6 |
| Soggetto topico: | Mathematical optimization |
| Calculus of variations | |
| Probabilities | |
| System theory | |
| Control theory | |
| Mathematics - Philosophy | |
| Calculus of Variations and Optimization | |
| Probability Theory | |
| Systems Theory, Control | |
| Philosophy of Mathematics | |
| Persona (resp. second.): | YongJiongmin |
| Note generali: | Includes index. |
| Nota di contenuto: | 1 -- Some Elements of Linear-Quadratic Optimal Controls -- 2. Linear-Quadratic Two-Person Differential Games -- 3. Mean-Field Linear-Quadratic Optimal Controls. . |
| Sommario/riassunto: | This book gathers the most essential results, including recent ones, on linear-quadratic optimal control problems, which represent an important aspect of stochastic control. It presents results for two-player differential games and mean-field optimal control problems in the context of finite and infinite horizon problems, and discusses a number of new and interesting issues. Further, the book identifies, for the first time, the interconnections between the existence of open-loop and closed-loop Nash equilibria, solvability of the optimality system, and solvability of the associated Riccati equation, and also explores the open-loop solvability of mean-filed linear-quadratic optimal control problems. Although the content is largely self-contained, readers should have a basic grasp of linear algebra, functional analysis and stochastic ordinary differential equations. The book is mainly intended for senior undergraduate and graduate students majoring in applied mathematics who are interested in stochastic control theory. However, it will also appeal to researchers in other related areas, such as engineering, management, finance/economics and the social sciences. |
| Titolo autorizzato: | Stochastic Linear-Quadratic Optimal Control Theory: Differential Games and Mean-Field Problems |
| ISBN: | 3-030-48306-1 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910483783203321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
SpringerBriefs in Mathematics, . 2191-8201