Real‐Time Distributed Optimization of Traffic Signal Timing

Real‐Time Distributed Optimization of Traffic Signal Timing

Yafeng Yin
Yafeng Yin
Siqian Shen Headshot
Siqian Shen
Yiheng Feng Headshot
Yiheng Feng
University of Michigan Logo

Principal Investigator(s):

Yafeng Yin, Professor of Civil and Environmental Engineering – The University of Michigan
Siqian Shen, Associate Professor of Industrial and Operations Engineering – The University of Michigan
Yiheng Feng, Assistant Research Scientist – The University of Michigan Transportation Research Institute

Project Abstract:
Leveraging recent advancements in distributed optimization, and the growing connectivity and computational capability of vehicles and infrastructure, we propose to revolutionize real‐time adaptive signal control via distributed optimization. The proposed research consists of three thrusts. Thrust 1 focuses on advancing distributed optimization and parallel computing techniques for solving network-level signal optimization models with discrete variables, nonconvex/nonlinear objective function and/or constraints. Thrust 2 further distributes the computation task to individual vehicles, by further decomposing distributed intersection‐level subproblems to smaller problems that can be solved at the vehicle level, or treating them as fully independent economic agents that negotiate the right-of‐way through intersections. In Thrust 3, we conduct simulation to validate our results and deploy the system developed in Thrust 1 in the city of Ann Arbor.

Research Thrust(s): Control & Operations, Enabling TechnologyModeling & Implementation

Project Form(s):
Project Information Form