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Mean Field Type Games For Engineers
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Book Synopsis Mean-Field-Type Games for Engineers by : Julian Barreiro-Gomez
Download or read book Mean-Field-Type Games for Engineers written by Julian Barreiro-Gomez and published by CRC Press. This book was released on 2021-11-18 with total page 526 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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. Julian Barreiro-Gomez Hamidou Tembine 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
Book Synopsis Mean Field Games and Mean Field Type Control Theory by : Alain Bensoussan
Download or read book Mean Field Games and Mean Field Type Control Theory written by Alain Bensoussan and published by Springer. This book was released on 2013-10-31 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mean field games and Mean field type control introduce new problems in Control Theory. The terminology games may be confusing. In fact they are control problems, in the sense that one is interested in a single decision maker, whom we can call the representative agent. However, these problems are not standard, since both the evolution of the state and the objective functional is influenced but terms which are not directly related to the state or the control of the decision maker. They are however, indirectly related to him, in the sense that they model a very large community of agents similar to the representative agent. All the agents behave similarly and impact the representative agent. However, because of the large number an aggregation effect takes place. The interesting consequence is that the impact of the community can be modeled by a mean field term, but when this is done, the problem is reduced to a control problem.
Book Synopsis Mean Field Games and Mean Field Type Control Theory by : Alain Bensoussan
Download or read book Mean Field Games and Mean Field Type Control Theory written by Alain Bensoussan and published by Springer Science & Business Media. This book was released on 2013-10-16 with total page 128 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mean field games and Mean field type control introduce new problems in Control Theory. The terminology “games” may be confusing. In fact they are control problems, in the sense that one is interested in a single decision maker, whom we can call the representative agent. However, these problems are not standard, since both the evolution of the state and the objective functional is influenced but terms which are not directly related to the state or the control of the decision maker. They are however, indirectly related to him, in the sense that they model a very large community of agents similar to the representative agent. All the agents behave similarly and impact the representative agent. However, because of the large number an aggregation effect takes place. The interesting consequence is that the impact of the community can be modeled by a mean field term, but when this is done, the problem is reduced to a control problem.
Book Synopsis Mean Field Game and its Applications in Wireless Networks by : Reginald A. Banez
Download or read book Mean Field Game and its Applications in Wireless Networks written by Reginald A. Banez and published by Springer Nature. This book was released on 2021-10-30 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the basic theory of mean field game (MFG) and its applications in wireless networks. It starts with an overview of the current and future state-of-the-art in 5G and 6G wireless networks. Then, a tutorial is presented for MFG, mean-field-type game (MFTG), and prerequisite fields of study such as optimal control theory and differential games. This book also includes a literature survey of MFG-based research in wireless network technologies such as ultra-dense networks (UDNs), device-to-device (D2D) communications, internet-of-things (IoT), unmanned aerial vehicles (UAVs), and mobile edge networks (MENs). Several applications of MFG and MFTG in UDNs, social networks, and multi-access edge computing networks (MECNs) are introduced as well. Applications of MFG covered in this book are divided in three parts. The first part covers three single-population MFG research works or case studies in UDNs including ultra-dense D2D networks, ultra-dense UAV networks, and dense-user MECNs. The second part centers on a multiple-population MFG (MPMFG) modeling of belief and opinion evolution in social networks. It focuses on a recently developed MPMFG framework and its application in analyzing the behavior of users in a multiple-population social network. Finally, the last part concentrates on an MFTG approach to computation offloading in MECN. The computation offloading algorithms are designed for energy- and time-efficient offloading of computation-intensive tasks in an MECN. This book targets advanced-level students, professors, researchers, scientists, and engineers in the fields of communications and networks. Industry managers and government employees working in these same fields will also find this book useful.
Book Synopsis Probabilistic Theory of Mean Field Games with Applications I by : René Carmona
Download or read book Probabilistic Theory of Mean Field Games with Applications I written by René Carmona and published by Springer. This book was released on 2018-03-01 with total page 714 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume book offers a comprehensive treatment of the probabilistic approach to mean field game models and their applications. The book is self-contained in nature and includes original material and applications with explicit examples throughout, including numerical solutions. Volume I of the book is entirely devoted to the theory of mean field games without a common noise. The first half of the volume provides a self-contained introduction to mean field games, starting from concrete illustrations of games with a finite number of players, and ending with ready-for-use solvability results. Readers are provided with the tools necessary for the solution of forward-backward stochastic differential equations of the McKean-Vlasov type at the core of the probabilistic approach. The second half of this volume focuses on the main principles of analysis on the Wasserstein space. It includes Lions' approach to the Wasserstein differential calculus, and the applications of its results to the analysis of stochastic mean field control problems. Together, both Volume I and Volume II will greatly benefit mathematical graduate students and researchers interested in mean field games. The authors provide a detailed road map through the book allowing different access points for different readers and building up the level of technical detail. The accessible approach and overview will allow interested researchers in the applied sciences to obtain a clear overview of the state of the art in mean field games.
Book Synopsis Probabilistic Theory of Mean Field Games with Applications II by : René Carmona
Download or read book Probabilistic Theory of Mean Field Games with Applications II written by René Carmona and published by Springer. This book was released on 2018-03-08 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume book offers a comprehensive treatment of the probabilistic approach to mean field game models and their applications. The book is self-contained in nature and includes original material and applications with explicit examples throughout, including numerical solutions. Volume II tackles the analysis of mean field games in which the players are affected by a common source of noise. The first part of the volume introduces and studies the concepts of weak and strong equilibria, and establishes general solvability results. The second part is devoted to the study of the master equation, a partial differential equation satisfied by the value function of the game over the space of probability measures. Existence of viscosity and classical solutions are proven and used to study asymptotics of games with finitely many players. Together, both Volume I and Volume II will greatly benefit mathematical graduate students and researchers interested in mean field games. The authors provide a detailed road map through the book allowing different access points for different readers and building up the level of technical detail. The accessible approach and overview will allow interested researchers in the applied sciences to obtain a clear overview of the state of the art in mean field games.
Book Synopsis Engineer's Field Book by : C. S. Cross
Download or read book Engineer's Field Book written by C. S. Cross and published by . This book was released on 1855 with total page 68 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Occupational Outlook Handbook by : United States. Bureau of Labor Statistics
Download or read book Occupational Outlook Handbook written by United States. Bureau of Labor Statistics and published by . This book was released on 1957 with total page 740 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Statistics and Probability for Engineering Applications by : William DeCoursey
Download or read book Statistics and Probability for Engineering Applications written by William DeCoursey and published by Elsevier. This book was released on 2003-05-14 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics and Probability for Engineering Applications provides a complete discussion of all the major topics typically covered in a college engineering statistics course. This textbook minimizes the derivations and mathematical theory, focusing instead on the information and techniques most needed and used in engineering applications. It is filled with practical techniques directly applicable on the job. Written by an experienced industry engineer and statistics professor, this book makes learning statistical methods easier for today's student. This book can be read sequentially like a normal textbook, but it is designed to be used as a handbook, pointing the reader to the topics and sections pertinent to a particular type of statistical problem. Each new concept is clearly and briefly described, whenever possible by relating it to previous topics. Then the student is given carefully chosen examples to deepen understanding of the basic ideas and how they are applied in engineering. The examples and case studies are taken from real-world engineering problems and use real data. A number of practice problems are provided for each section, with answers in the back for selected problems. This book will appeal to engineers in the entire engineering spectrum (electronics/electrical, mechanical, chemical, and civil engineering); engineering students and students taking computer science/computer engineering graduate courses; scientists needing to use applied statistical methods; and engineering technicians and technologists. * Filled with practical techniques directly applicable on the job * Contains hundreds of solved problems and case studies, using real data sets * Avoids unnecessary theory
Book Synopsis Finite and Infinite Games by : James Carse
Download or read book Finite and Infinite Games written by James Carse and published by Simon and Schuster. This book was released on 2011-10-11 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: “There are at least two kinds of games,” states James Carse as he begins this extraordinary book. “One could be called finite; the other infinite.” Finite games are the familiar contests of everyday life; they are played in order to be won, which is when they end. But infinite games are more mysterious. Their object is not winning, but ensuring the continuation of play. The rules may change, the boundaries may change, even the participants may change—as long as the game is never allowed to come to an end. What are infinite games? How do they affect the ways we play our finite games? What are we doing when we play—finitely or infinitely? And how can infinite games affect the ways in which we live our lives? Carse explores these questions with stunning elegance, teasing out of his distinctions a universe of observation and insight, noting where and why and how we play, finitely and infinitely. He surveys our world—from the finite games of the playing field and playing board to the infinite games found in culture and religion—leaving all we think we know illuminated and transformed. Along the way, Carse finds new ways of understanding everything from how an actress portrays a role, to how we engage in sex, from the nature of evil, to the nature of science. Finite games, he shows, may offer wealth and status, power and glory. But infinite games offer something far more subtle and far grander. Carse has written a book rich in insight and aphorism. Already an international literary event, Finite and Infinite Games is certain to be argued about and celebrated for years to come. Reading it is the first step in learning to play the infinite game.
Book Synopsis An Engineer's Guide to Solving Problems by : Bob Schmidt
Download or read book An Engineer's Guide to Solving Problems written by Bob Schmidt and published by . This book was released on 2014 with total page 252 pages. Available in PDF, EPUB and Kindle. Book excerpt: Engineers want to get employed and stay employed. "An Engineer's Guide to Solving Problems" targets engineering students and recent graduates. The transition from engineering school to real world problem solver can be rough. Suddenly, there is not just one correct response for a problem. There might be an infinite number of correct solutions, where some are simply better than others. Some problems are so layered and twisted that their solutions seem absurdly complex. Arm yourself for success with the methods in this book: * The Five Questions every problem solver must answer. * The best and worst ways to communicate your ideas. * New ways to see what other observers miss. * Mastering the right tools. * Six warnings to heed when you think you have a solution. * Critical challenge questions you must answer before you declare victory. Employers and customers cherish engineers who consistently meet their toughest challenges. This book delivers simple methods, practical advice, and entertaining stories to help you sharpen your skills. This book is intended for mature readers. The author occasionally uses strong language to humorous effect or makes references not intended for children. The Second Edition includes some updates plus a new cover and shorter title. The first edition was originally published as "The Dog Barks When the Phone Rings: An Engineer's Guide to Solving Problems."
Book Synopsis The Big Book of Conflict Resolution Games: Quick, Effective Activities to Improve Communication, Trust and Collaboration by : Mary Scannell
Download or read book The Big Book of Conflict Resolution Games: Quick, Effective Activities to Improve Communication, Trust and Collaboration written by Mary Scannell and published by McGraw Hill Professional. This book was released on 2010-05-28 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Make workplace conflict resolution a game that EVERYBODY wins! Recent studies show that typical managers devote more than a quarter of their time to resolving coworker disputes. The Big Book of Conflict-Resolution Games offers a wealth of activities and exercises for groups of any size that let you manage your business (instead of managing personalities). Part of the acclaimed, bestselling Big Books series, this guide offers step-by-step directions and customizable tools that empower you to heal rifts arising from ineffective communication, cultural/personality clashes, and other specific problem areas—before they affect your organization's bottom line. Let The Big Book of Conflict-Resolution Games help you to: Build trust Foster morale Improve processes Overcome diversity issues And more Dozens of physical and verbal activities help create a safe environment for teams to explore several common forms of conflict—and their resolution. Inexpensive, easy-to-implement, and proved effective at Fortune 500 corporations and mom-and-pop businesses alike, the exercises in The Big Book of Conflict-Resolution Games delivers everything you need to make your workplace more efficient, effective, and engaged.
Book Synopsis Exactly Solved Models in Statistical Mechanics by : Rodney J. Baxter
Download or read book Exactly Solved Models in Statistical Mechanics written by Rodney J. Baxter and published by Elsevier. This book was released on 2016-06-12 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exactly Solved Models in Statistical Mechanics
Book Synopsis Control System Design by : Bernard Friedland
Download or read book Control System Design written by Bernard Friedland and published by Courier Corporation. This book was released on 2012-03-08 with total page 530 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction to state-space methods covers feedback control; state-space representation of dynamic systems and dynamics of linear systems; frequency-domain analysis; controllability and observability; shaping the dynamic response; more. 1986 edition.
Book Synopsis Mathematics for Game Developers by : Christopher Tremblay
Download or read book Mathematics for Game Developers written by Christopher Tremblay and published by Course Technology. This book was released on 2004 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author introduces the major branches of mathematics that are essential for game development and demonstrates the applications of these concepts to game programming.
Book Synopsis Stochastic Games and Applications by : Abraham Neyman
Download or read book Stochastic Games and Applications written by Abraham Neyman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is based on lectures given at the NATO Advanced Study Institute on "Stochastic Games and Applications," which took place at Stony Brook, NY, USA, July 1999. It gives the editors great pleasure to present it on the occasion of L.S. Shapley's eightieth birthday, and on the fiftieth "birthday" of his seminal paper "Stochastic Games," with which this volume opens. We wish to thank NATO for the grant that made the Institute and this volume possible, and the Center for Game Theory in Economics of the State University of New York at Stony Brook for hosting this event. We also wish to thank the Hebrew University of Jerusalem, Israel, for providing continuing financial support, without which this project would never have been completed. In particular, we are grateful to our editorial assistant Mike Borns, whose work has been indispensable. We also would like to acknowledge the support of the Ecole Poly tech nique, Paris, and the Israel Science Foundation. March 2003 Abraham Neyman and Sylvain Sorin ix STOCHASTIC GAMES L.S. SHAPLEY University of California at Los Angeles Los Angeles, USA 1. Introduction In a stochastic game the play proceeds by steps from position to position, according to transition probabilities controlled jointly by the two players.
Book Synopsis Hitler's Engineers by : Blaine Taylor
Download or read book Hitler's Engineers written by Blaine Taylor and published by Casemate. This book was released on 2010-09-09 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: “An intriguing account of two of Nazi Germany’s top architects” and how their work prolonged the war for months—includes hundreds of photos (WWII History). A Selection of the Military Book Club. While Nazi Germany’s temporary ascendancy owed much to military skill, the talent of its engineers not only buoyed the regime but allowed it to survive longer than would normally be expected. This unique work focusing on Fritz Todt and Albert Speer is based on many previously unpublished photographs and artwork from captured Nazi records. Todt was the brilliant builder of the world’s first superhighway system, the Autobahn, and the architect of the German West Wall, the Siegfried Line, that predated the later Atlantic and East Walls. The builder of each of the wartime “Führer Headquarters,” as well as the submarine pens, Todt was killed in a still-mysterious airplane crash that may well have been a Nazi death plot, though he was given a state funeral by Hitler. Todt was succeeded as German Minister of Armaments and War Production by the Führer’s longtime personal architect, Albert Speer, who was described by the Allies after the war as having prolonged the conflict by at least a year. Called a genius by Hitler, Speer designed and built the prewar Nuremberg Nazi Party Congress rally stands and buildings. More importantly, amid the constant rain of Allied bombs and the Soviet advances from the East, Speer managed to keep the German industrial machine running until the spring of 1945, though it was driven ever further underground. He also allocated resources to fortifications and counterattacks, like the V-missile installations, against both West and East, in attempts to stave off defeat. Convicted as a war criminal at Nuremberg, Speer served twenty years at Spandau Prison and remained a Nazi apologist who died in London in 1981 on the anniversary of the German invasion of Poland. Together, Todt and Speer were the pillars that propped up the Third Reich through the vicissitudes of battlefield fortune. With over three hundred photographs, this is the first work that examines their role in history’s most terrible war.
