{ "id": "2108.05802", "version": "v1", "published": "2021-08-12T15:30:34.000Z", "updated": "2021-08-12T15:30:34.000Z", "title": "Invariant Probability Measure for McKean-Vlasov SDEs with Singular Drifts", "authors": [ "Xing Huang", "Shen Wang", "Fen-Fen Yang" ], "comment": "18 pages", "categories": [ "math.PR" ], "abstract": "In this paper, utilizing Wang's Harnack inequality with power and the Banach fixed point theorem, the weak well-posedness for distribution dependent SDEs with integrable drift is investigated. In addition, using a trick of decoupled method, some regularity such as relative entropy and Sobolev's estimate of invariant probability measure are proved. Furthermore, by comparing two stationary Fokker-Planck-Kolmogorov equations, the existence and uniqueness of invariant probability measure for McKean-Vlasov SDEs are obtained by log-Sobolev's inequality and Banach's fixed theorem. Finally, some examples are presented.", "revisions": [ { "version": "v1", "updated": "2021-08-12T15:30:34.000Z" } ], "analyses": { "keywords": [ "invariant probability measure", "mckean-vlasov sdes", "singular drifts", "stationary fokker-planck-kolmogorov equations", "banach fixed point theorem" ], "note": { "typesetting": "TeX", "pages": 18, "language": "en", "license": "arXiv", "status": "editable" } } }