A completely artificial intelligence CF (CAICF) model is built to imitate a driver.
An extensive five-layer structure, and a fuzzy logic mechanism are used in CAICF.
A genetic algorithm is designed to calibrate the parameters of CAICF model.
The veracity and stability of CAICF model are validated based on NGSIM data.