2017 ACM/IEEE Winter Simulation Conference
Advanced Tutorial on Microscopic Discrete Event Traffic Simulation
John A. Miller, Casey N. Bowman and Hao Peng
Department of Computer Science
University of Georgia
Athens, GA, USA
Abstract
Traffic is one of the most important aspects of modern life, both in the developed world and in the developing world.
Analysis of traffic systems through modeling and simulation is an essential tool for city planners to optimize traffic flow.
Microscopic discrete-event simulation is a natural and powerful method for such analysis.
Characteristics of traffic systems that need to be modeled include inter-arrival times, car-following behavior, lane-changing,
turning, road structure, intersection structure, and traffic lighttiming.
There are many challenges that must be confronted as well, including the calibration and validation of traffic models,
scaling models to larger traffic systems, modeling the continuous nature of traffic in a discrete-event environment,
and optimization of traffic system characteristics.
An emerging challenge for traffic simulation is the incorporation of autonomous vehicles into traffic systems as not only
traditional vehicles, but also as cooperative agents as well.
Keywords - Traffic Simulation; Traffic Forecasting; Autonomous Vechicles; Microscopic Simulation;