  This paper discusses the use of Kriging model in Automated Vehicle
evaluation. We explore how a Kriging model can help reduce the number of
experiments or simulations in the Accelerated Evaluation procedure. We also
propose an adaptive sampling scheme for selecting samples to construct the
Kriging model. Application examples in the lane change scenario are presented
to illustrate the proposed methods.
