Weak discretization error conjecture for the particle system
Weak discretization error conjecture for the particle system
Let be smooth with bounded derivatives, let , and let be a realization of the particle system with continuous-time limit . Weak discretization error conjecture. The weak error with respect to the continuous-time limit satisfies
This is suggested by the weak order of the Euler–Maruyama method for sufficiently smooth coefficients and objective functions, although the coupled Brownian motion makes the rate nontrivial and the conjecture remains unproved in the stated setting.
Sources & referencesView supporting material
Primary source
Nadhir Ben Rached, Abdul-Lateef Haji-Ali, Raúl Tempone and Leon Wilkosz, “Forward Propagation of Low Discrepancy Through McKean-Vlasov Dynamics: From QMC to MLQMC”, arXiv:2409.09821 (2024).
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