Parabolic Bellman-Systems with Mean Field Dependence
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Author(s)
Detail(s)
Original language | English |
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Pages (from-to) | 419-432 |
Journal / Publication | Applied Mathematics and Optimization |
Volume | 73 |
Issue number | 3 |
Publication status | Published - 1 Jun 2016 |
Link(s)
Abstract
We consider the necessary conditions for Nash-points of Vlasov-McKean functionals Ji[v]=∫Qmfi(·,m,v)dxdt (i= 1 ,.. , N). The corresponding payoffs fi depend on the controls v and, in addition, on the field variable m= m(v). The necessary conditions lead to a coupled forward-backward system of nonlinear parabolic equations, motivated by stochastic differential games. The payoffs may have a critical nonlinearity of quadratic growth and any polynomial growth w.r.t. m is allowed as long as it can be dominated by the controls in a certain sense. We show existence and regularity of solutions to these mean-field-dependent Bellman systems by a purely analytical approach, no tools from stochastics are needed.
Research Area(s)
- Bellman equations, Mean field dependence, Nonlinear parabolic systems, Stochastic differential games
Citation Format(s)
Parabolic Bellman-Systems with Mean Field Dependence. / Bensoussan, Alain; Breit, Dominic; Frehse, Jens.
In: Applied Mathematics and Optimization, Vol. 73, No. 3, 01.06.2016, p. 419-432.
In: Applied Mathematics and Optimization, Vol. 73, No. 3, 01.06.2016, p. 419-432.
Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review