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Titlebook: Mean Field Games and Mean Field Type Control Theory; Alain Bensoussan,Jens Frehse,Phillip Yam Book 2013 Alain Bensoussan, Jens Frehse, Phi

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书目名称Mean Field Games and Mean Field Type Control Theory
编辑Alain Bensoussan,Jens Frehse,Phillip Yam
视频video
概述This is the first contribution of this work to present a unified approach for both problems, using either HJB and FP coupled equations or stochastic maximum principle.Subject matter is interesting and
丛书名称SpringerBriefs in Mathematics
图书封面Titlebook: Mean Field Games and Mean Field Type Control Theory;  Alain Bensoussan,Jens Frehse,Phillip Yam Book 2013 Alain Bensoussan, Jens Frehse, Phi
描述​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. ​
出版日期Book 2013
关键词Differential Games; Dynamic Programming; Mean Field Games; Mean Field type control; Nash equilibrium; Sto
版次1
doihttps://doi.org/10.1007/978-1-4614-8508-7
isbn_softcover978-1-4614-8507-0
isbn_ebook978-1-4614-8508-7Series ISSN 2191-8198 Series E-ISSN 2191-8201
issn_series 2191-8198
copyrightAlain Bensoussan, Jens Frehse, Phillip Yam 2013
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Stationary Problems,horizon discounted control problems. The price to pay concerns the . player differential game associated with the mean field game. It is less natural than the one used in the time-dependent case. However, other interpretations are possible, which do not lead to the same difficulty.
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Nash Differential Games with Mean Field Effect,the representative agent can be used as an approximation for a Nash equilibrium of a large community of agents that are identical. In Sect. 8.2 we have shown that the theory extends to a multi-class of representative agents. However, each class still has its individual control problem.
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