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Mean Field Games and Mean Field Type Control Theory / by Alain Bensoussan, Jens Frehse, Phillip Yam
(SpringerBriefs in Mathematics. ISSN:21918201)

1st ed. 2013.
出版者 (New York, NY : Springer New York : Imprint: Springer)
出版年 2013
本文言語 英語
大きさ X, 128 p : online resource
著者標目 *Bensoussan, Alain author
Frehse, Jens author
Yam, Phillip author
SpringerLink (Online service)
件 名 LCSH:System theory
LCSH:Control theory
LCSH:Probabilities
LCSH:Differential equations
FREE:Systems Theory, Control
FREE:Probability Theory
FREE:Differential Equations
一般注記 Introduction -- General Presentation of Mean Field Control Problems -- Discussion of the Mean Field game -- Discussion of the Mean Field Type Control -- Approximation of Nash Games with a large number of players -- Linear Quadratic Models -- Stationary Problems- Different Populations -- Nash differential games with Mean Field effect
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. 
HTTP:URL=https://doi.org/10.1007/978-1-4614-8508-7
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分 類 LCC:Q295
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DC23:3
書誌ID 4000118725
ISBN 9781461485087

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