Adaptive multi-objective traffic signal control using NLRMNSGA-II algorithm

作者：Zou, Yuan-Yang; Xu, Xue-Guo; Lin, Gui-Hua^*

来源：Canadian Journal of Civil Engineering, 2018, 45(11): 973-985.

DOI：10.1139/cjce-2017-0354

• adaptive traffic signal control system
• multi-objective model
• NLRMNSGA-II algorithm

In this paper, we consider an adaptive system for controlling green times at junction. For this adaptive system, we present a multi-objective optimization model, which is much easier to solve than some existing models. Furthermore, to solve the new model, we suggest an algorithm, called NLRMNSGA-II, which is based on the nonlinear least regression and a modified non-dominated sorting genetic algorithm. Our numerical experiments indicate that the NLRMNSGA-II is an efficient algorithm for the considered adaptive system.

• 出版日期2018-11
• 单位湖北经济学院; 上海大学