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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.
This book introduces novel control theory problems framed as mean field games and mean field type control. The terminology of
The subject matter points to a dense, specialist text likely aimed at advanced students or researchers in control theory, mathematics, or economics. The framing suggests an accessible introduction to these complex topics, emphasizing the unique challenges and mathematical frameworks involved. The focus on a 'representative agent' and the aggregation effect of large communities indicates a theoretical approach rather than a practical, hands-on guide. The book's structure likely guides the reader through the evolution of these concepts and their application within a control theory context.
Page Count:
128
Publication Date:
2013-01-01
ISBN-10:
146148507X
ISBN-13:
9781461485070
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