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Signal Timing Optimization Based on Fuzzy Compromise Programming for Isolated Signalized Intersection
- Source :
- Mathematical Problems in Engineering, Vol 2016 (2016)
- Publication Year :
- 2016
- Publisher :
- Hindawi Publishing Corporation, 2016.
-
Abstract
- In order to optimize the signal timing for isolated intersection, a new method based on fuzzy programming approach is proposed in this paper. Considering the whole operation efficiency of the intersection comprehensively, traffic capacity, vehicle cycle delay, cycle stops, and exhaust emission are chosen as optimization goals to establish a multiobjective function first. Then fuzzy compromise programming approach is employed to give different weight coefficients to various optimization objectives for different traffic flow ratios states. And then the multiobjective function is converted to a single objective function. By using genetic algorithm, the optimized signal cycle and effective green time can be obtained. Finally, the performance of the traditional method and new method proposed in this paper is compared and analyzed through VISSIM software. It can be concluded that the signal timing optimized in this paper can effectively reduce vehicle delays and stops, which can improve traffic capacity of the intersection as well.
- Subjects :
- Engineering
Mathematical optimization
Article Subject
General Mathematics
02 engineering and technology
Fuzzy logic
Intersection
0502 economics and business
Genetic algorithm
0202 electrical engineering, electronic engineering, information engineering
computer.programming_language
050210 logistics & transportation
business.industry
lcsh:Mathematics
05 social sciences
SIGNAL (programming language)
General Engineering
Function (mathematics)
Signal timing
Traffic flow
lcsh:QA1-939
VisSim
lcsh:TA1-2040
020201 artificial intelligence & image processing
business
lcsh:Engineering (General). Civil engineering (General)
computer
Subjects
Details
- Language :
- English
- ISSN :
- 1024123X
- Database :
- OpenAIRE
- Journal :
- Mathematical Problems in Engineering
- Accession number :
- edsair.doi.dedup.....376c4685ae0a4742d984b5ff17930f43
- Full Text :
- https://doi.org/10.1155/2016/1682394