A New Approach for Optimizing Traffic Signals in Networks Considering Rerouting

被引：2

作者：

Duc Quynh Tran ^{[1
]}

Ba Thang Phan Nguyen ^{[2
]}

Quang Thuan Nguyen ^{[2
]}

机构：

[1] Vietnam Natl Univ Agr, FITA, Hanoi, Vietnam

[2] Hanoi Univ Sci & Technol, SAMI, Hanoi, Vietnam

来源：

MODELLING, COMPUTATION AND OPTIMIZATION IN INFORMATION SYSTEMS AND MANAGEMENT SCIENCES - MCO 2015, PT 1 | 2015年 / 359卷

关键词：

DC algorithm; Genetic algorithm; Traffic signal control; Bi-level optimization model; HEURISTIC ALGORITHMS; SENSITIVITY-ANALYSIS; DESIGN PROBLEM; OPTIMIZATION;

D O I：

10.1007/978-3-319-18161-5_13

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In traffic signal control, the determination of the green time and the cycle time for optimizing the total delay time is an important problem. We investigate the problem by considering the change of the associated flows at User Equilibrium resulting from the given signal timings (rerouting). Existing models are solved by the heuristic-based solution methods that require commercial simulation softwares. In this work, we build two new formulations for the problem above and propose two methods to directly solve them. These are based on genetic algorithms (GA) and difference of convex functions algorithms (DCA).

引用

页码：143 / 154

页数：12

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