Robust Multi-objective Optimization and Decision for Signal Timing at Single Intersection

DOI

10.2991/icacie-16.2016.8How to use a DOI?

Keywords

multi-objective optimization, robust, decision-making, traffic signal control

Abstract

For the purpose of improving the efficiency of traffic signal control with cycle perturbation for single intersections, a robust multi-objective optimization and decision method (RMODM) is proposed. Firstly, this paper presents a non-dominated sorting genetic algorithm II based on the degree of robustness (DR-NSGA-II) to obtain signal timing alternatives. Then, the Minimum deviation Analysis for Subjective and Objective Information (MDASOI) method is proposed to make signal timing decision. The experimental results indicate that the proposed method has preferable control effects.

Copyright

© 2016, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Juan Chen
AU  - Mingxing Jia
PY  - 2016/10
DA  - 2016/10
TI  - Robust Multi-objective Optimization and Decision for Signal Timing at Single Intersection
BT  - Proceedings of the 2016 International Conference on Automatic Control and Information Engineering
PB  - Atlantis Press
SP  - 32
EP  - 35
SN  - 2352-5401
UR  - https://doi.org/10.2991/icacie-16.2016.8
DO  - 10.2991/icacie-16.2016.8
ID  - Chen2016/10
ER  -