Penalty method for reflected diffusions on the half-line

Abstract

Consider a reflected diffusion on the positive half-line. We approximate it by solutions of stochastic differential equations using the penalty method: We emulate the ‘hard barrier’ of reflection by a ‘soft barrier’ of a large drift coefficient, which compells the diffusion to return to the positive half-line. The main tool of the proof is convergence of scale functions.