Mean-Field-Type Games for Engineers by Julian Barreiro-Gomez Paperback Book

Description: Mean-Field-Type Games for Engineers by Julian Barreiro-Gomez, Hamidou Tembine 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. FORMAT Paperback CONDITION Brand New Publisher Description The contents of this book comprise an appropriate background to start working and doing research on mean-field-type control and game theory. To make the exposition and explanation even easier, we first study the deterministic optimal control and differential linear-quadratic games. Then, we progressively add complexity step-by-step and little-by-little to the problem settings until we finally study and analyze mean-field-type control and game problems incorporating several stochastic processes, e.g., Brownian motions, Poisson jumps, and random coefficients.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 Author Biography 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. Table of Contents 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. Details ISBN0367566133 Author Hamidou Tembine Pages 526 Publisher Taylor & Francis Ltd Year 2024 ISBN-13 9780367566135 Format Paperback Publication Date 2024-05-27 Imprint CRC Press Place of Publication London Country of Publication United Kingdom Alternative 9780367566128 DEWEY 519.3 Illustrations 1 Tables, black and white; 168 Line drawings, black and white; 2 Halftones, black and white; 170 Illustrations, black and white Audience Tertiary & Higher Education UK Release Date 2024-05-27 ISBN-10 0367566133 We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:161193062;

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