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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.
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.
First comprehensive presentation of state of the art theory of mean field games with special emphasis on the probabilistic approach
Numerous applications with explicit examples including numerical solutions
Self-contained treatment of related topics
Erscheinungsjahr: | 2019 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Reihe: | Probability Theory and Stochastic Modelling |
Inhalt: |
xxiv
700 S. |
ISBN-13: | 9783030132590 |
ISBN-10: | 3030132595 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: |
Delarue, François
Carmona, René |
Auflage: | Softcover reprint of the original 1st ed. 2018 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG Probability Theory and Stochastic Modelling |
Maße: | 235 x 155 x 39 mm |
Von/Mit: | François Delarue (u. a.) |
Erscheinungsdatum: | 29.10.2019 |
Gewicht: | 1,077 kg |
First comprehensive presentation of state of the art theory of mean field games with special emphasis on the probabilistic approach
Numerous applications with explicit examples including numerical solutions
Self-contained treatment of related topics
Erscheinungsjahr: | 2019 |
---|---|
Fachbereich: | Wahrscheinlichkeitstheorie |
Genre: | Mathematik |
Rubrik: | Naturwissenschaften & Technik |
Medium: | Taschenbuch |
Reihe: | Probability Theory and Stochastic Modelling |
Inhalt: |
xxiv
700 S. |
ISBN-13: | 9783030132590 |
ISBN-10: | 3030132595 |
Sprache: | Englisch |
Ausstattung / Beilage: | Paperback |
Einband: | Kartoniert / Broschiert |
Autor: |
Delarue, François
Carmona, René |
Auflage: | Softcover reprint of the original 1st ed. 2018 |
Hersteller: |
Springer International Publishing
Springer International Publishing AG Probability Theory and Stochastic Modelling |
Maße: | 235 x 155 x 39 mm |
Von/Mit: | François Delarue (u. a.) |
Erscheinungsdatum: | 29.10.2019 |
Gewicht: | 1,077 kg |