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A Monotone Scheme For High Dimensional Fully Nonlinear PDEs

Posted on:2015-07-23Degree:DoctorType:Dissertation
Country:ChinaCandidate:W J GuoFull Text:PDF
GTID:1220330464961386Subject:Computational Mathematics
Abstract/Summary:PDF Full Text Request
In this paper we propose a feasible numerical scheme for high dimensional fully nonlinear parabolic PDEs, which includes the quasi-linear PDE associated with a cou-pled FBSDE as a special case. Our scheme weakens a critical constraint imposed by Fahim, Touzi ĺ'ŚWarin [Ann. Appl. Probab,21(2011) pp.1322-1364], especially when the generator of the PDE depends only on the diagonal terms of the hessian matrix. Several numerical examples, up to dimension 12, are reported.
Keywords/Search Tags:Monotone scheme, least square regression, Monte Carlo methods, fully nonlinear PDEs, viscosity solutions
PDF Full Text Request
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