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Stability Of A Class Of McKean-Vlasov Stochastic Differential Equations

Posted on:2022-03-14Degree:MasterType:Thesis
Country:ChinaCandidate:X J WangFull Text:PDF
GTID:2480306572480094Subject:Applied Mathematics
Abstract/Summary:PDF Full Text Request
In recent years,due to the gradual maturity and wide application of stochastic differential equation theory and mean field theory,a new class of stochastic differential equations,namely McKean-Vlasov stochastic differential equations,attracts a large number of scholars' attention.They study the well posedness,existence and uniqueness of solutions,ergodicity and so on.On this basis,by using the basic theoretical knowledge of Burkholder-Davis-Gundy inequality,Gronwall inequality and compression mapping theorem,this paper studies a more general stochastic differential equation,The difference between this kind of equation and classical McKean-Vlasov stochastic differential equation is that the drift term and diffusion coefficient are related to the joint distribution of the equation solution and a random variable.Firstly,it is proved that when the drift term b and diffusion coefficient ? meet the first hypothesis,the equation has a unique solution.Secondly,it is proved that the equation has a unique solution when the drift term b and diffusion coefficient ? satisfy the second hypothesis.On this basis,the stability of the solution of the equation with respect to initial value and coefficients is further proved.
Keywords/Search Tags:McKean-Vlasov stochastic differential equation, Lipschitz condition, Linear growth condition, stability
PDF Full Text Request
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