The strong weak convergence of the quasi‐EA

The strong weak convergence of the quasi‐EA

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Article ID: iaor20132905
Volume: 73
Issue: 4
Start Page Number: 447
End Page Number: 460
Publication Date: Apr 2013
Journal: Queueing Systems
Authors: , ,
Keywords: optimization
Abstract:

In this paper, we investigate the convergence of a novel simulation scheme to the target diffusion process. This scheme, the Quasi‐EA, is closely related to the Exact Algorithm (EA) for diffusion processes, as it is obtained by neglecting the rejection step in EA. We prove the existence of a myopic coupling between the Quasi‐EA and the diffusion. Moreover, an upper bound for the coupling probability is given. Consequently we establish the convergence of the Quasi‐EA to the diffusion with respect to the total variation distance.

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