English

From nonlinear Fokker-Planck equations to solutions of distribution dependent SDE

Probability 2019-08-23 v4

Abstract

We construct weak solutions to a class of distribution dependent SDE, of type dX(t)=b(X(t),dLX(t)dx(X(t)))dt+σ(X(t),dLX(t)dt(X(t)))dW(t)dX(t)=b\left( X(t), \displaystyle\frac{d\mathcal{L}_{X(t)}}{dx}(X(t))\right) dt+\sigma\left( X(t),\displaystyle\frac{d\mathcal{L}_{X(t)}}{dt}(X(t))\right) dW(t) for possibly degenerate diffusion matrices σ\sigma with X(0)X(0) having a given law, which has a density with respect to Lebesgue measure, dxdx. Here LX(t){\mathcal{L}}_{X(t)} denotes the law of X(t)X(t). Our approach is to first solve the corresponding nonlinear Fokker-Planck equations and then use the well known superposition principle to obtain weak solutions of the above SDE.

Keywords

Cite

@article{arxiv.1808.10706,
  title  = {From nonlinear Fokker-Planck equations to solutions of distribution dependent SDE},
  author = {Viorel Barbu and Michael Röckner},
  journal= {arXiv preprint arXiv:1808.10706},
  year   = {2019}
}