Mean-Field-Type Games for Engineers
Autor Julian Barreiro-Gomez, Hamidou Tembineen Limba Engleză Paperback – 27 mai 2024
We go beyond the Nash equilibrium, which provides a solution for non- cooperative games, by analyzing other game-theoretical concepts such as the Berge, Stackelberg, adversarial/robust, and co-opetitive equilibria. For the mean-field-type game analysis, we provide several numerical examples using a Matlab-based user-friendly toolbox that is available for the free use to the readers of this book.
We present several engineering applications in both continuous and discrete time. Among these applications we find the following: water distribution systems, micro-grid energy storage, stirred tank reactor, mechanism design for evolutionary dynamics, multi-level building evacuation problem, and the COVID-19 propagation control.
"With such a demand from engineering audiences, this book is very timely and provides a thorough study of mean-field-type game theory. The strenuous protagonist of this book is to bridge between the theoretical findings and engineering solutions. The book introduces the basics first, and then mathematical frameworks are elaborately explained. The engineering application examples are shown in detail, and the popular learning approaches are also investigated. Those advantageous characteristics will make this book a comprehensive handbook of many engineering fields for many years, and I will buy one when it gets published."
- Zhu Han
Toate formatele și edițiile | Preț | Express |
---|---|---|
Paperback (1) | 356.63 lei 3-5 săpt. | +22.67 lei 4-10 zile |
CRC Press – 27 mai 2024 | 356.63 lei 3-5 săpt. | +22.67 lei 4-10 zile |
Hardback (1) | 817.52 lei 6-8 săpt. | |
CRC Press – 18 noi 2021 | 817.52 lei 6-8 săpt. |
Preț: 356.63 lei
Nou
Puncte Express: 535
Preț estimativ în valută:
68.25€ • 70.90$ • 56.69£
68.25€ • 70.90$ • 56.69£
Carte disponibilă
Livrare economică 13-27 ianuarie 25
Livrare express 27 decembrie 24 - 02 ianuarie 25 pentru 32.66 lei
Preluare comenzi: 021 569.72.76
Specificații
ISBN-13: 9780367566135
ISBN-10: 0367566133
Pagini: 526
Ilustrații: 340
Dimensiuni: 156 x 234 x 34 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
ISBN-10: 0367566133
Pagini: 526
Ilustrații: 340
Dimensiuni: 156 x 234 x 34 mm
Greutate: 0.45 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Locul publicării:Boca Raton, United States
Cuprins
I. Preliminaries. 1. Introduction. II. Mean-Field-Free and Mean-Field Games. 2. Mean-Field-Free Games. 3. Mean-Field Games. III. One-Dimensional Mean-Field-Type Games. 4. Continuous-Time Mean-Field-Type Games. 5. Co-opetitive Mean-Field-Type Games. 6. Mean-Field-Type Games with Jump-Di usion and Regime Switching. 7. Mean-Field-Type Stackelberg Games. 8. Berge Equilibrium in Mean-Field-Type Games. IV. Matrix-Valued Mean-Field-Type Games. 9. Matrix-Valued Mean-Field-Type Games. 10. A Class of Constrained Matrix-Valued Mean-Field-Type Games. V. Discrete-Time Mean-Field-Type Games. 11. One-Dimensional Discrete-Time Mean-Field-Type Games. 12. Matrix-Valued Discrete-Time Mean-Field-Type Games. VI. Learning Approaches and Applications. 13. Constrained Mean-Field-Type Games: Stationary Case. 14. Mean-Field-Type Model Predictive Control. 15. Data-Driven Mean-Field-Type Games. 16. Applications.
Notă biografică
Julian Barreiro-Gomez is a Post-Doctoral Associate in the Learning & Game Theory Laboratory (L&G-Lab) at the New York University in Abu Dhabi (NYUAD), United Arab Emirates, and since 2019, he is also with the Research Center on Stability, Instability and Turbulence (SITE) at the New York University in Abu Dhabi (NYUAD).
Hamidou Tembine is presently affiliated with New York University in Abu Dhabi (NYUAD), United Arab Emirates. He is a prolific Researcher and has been co-organizer of several scientific meetings on game theory in networking, wireless Communications, smart energy systems, and smart transportation systems.
Hamidou Tembine is presently affiliated with New York University in Abu Dhabi (NYUAD), United Arab Emirates. He is a prolific Researcher and has been co-organizer of several scientific meetings on game theory in networking, wireless Communications, smart energy systems, and smart transportation systems.
Descriere
This book comprises an appropriate background to work and do research on mean-field-type control and game theory. It starts with studying the deterministic optimal control and differential linear-quadratic games, and progressively moves to analyzing mean-field-type control and game problems incorporating several stochastic processes.