{"title":"Existence and Uniqueness for McKean-Vlasov Equations with Singular Interactions","authors":"Guohuan Zhao","doi":"10.1007/s11118-024-10148-2","DOIUrl":null,"url":null,"abstract":"<p>We investigate the well-posedness of following McKean-Vlasov equation in <span>\\(\\mathbb {R}^d\\)</span>: </p><span>$$\\textrm{d} X_t=\\sigma (t,X_t, \\mu _{X_t})\\textrm{d} W_t+b(t, X_t, \\mu _{X_t}) \\textrm{d} t,$$</span><p>where <span>\\(\\mu _{X_t}\\)</span> is the law of <span>\\(X_t\\)</span>. The existence of solutions is demonstrated when <span>\\(\\sigma \\)</span> satisfies certain non-degeneracy and continuity assumptions, and when <i>b</i> meets some integrability conditions, and continuity requirements in the (generalized) total variation distance. Furthermore, uniqueness is established under additional continuity assumptions of a Lipschitz type.</p>","PeriodicalId":1,"journal":{"name":"Accounts of Chemical Research","volume":null,"pages":null},"PeriodicalIF":16.4000,"publicationDate":"2024-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Accounts of Chemical Research","FirstCategoryId":"100","ListUrlMain":"https://doi.org/10.1007/s11118-024-10148-2","RegionNum":1,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"CHEMISTRY, MULTIDISCIPLINARY","Score":null,"Total":0}
引用次数: 0
Abstract
We investigate the well-posedness of following McKean-Vlasov equation in \(\mathbb {R}^d\):
where \(\mu _{X_t}\) is the law of \(X_t\). The existence of solutions is demonstrated when \(\sigma \) satisfies certain non-degeneracy and continuity assumptions, and when b meets some integrability conditions, and continuity requirements in the (generalized) total variation distance. Furthermore, uniqueness is established under additional continuity assumptions of a Lipschitz type.
期刊介绍:
Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance.
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