Compositional Construction of Importance Functions in Fully Automated Importance Splitting

Abstract

Importance splitting is a technique to accelerate discrete event simulation when the value to estimate depends on the occurrence of rare events. It requires a guiding importance function typically defined in an ad hoc fashion by an expert in the field, who could choose an inadequate function. In thi