کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
5004086 1461189 2017 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
An optimal general type-2 fuzzy controller for Urban Traffic Network
ترجمه فارسی عنوان
یک کنترل کننده فازی معمولی بهینه برای شبکه ترافیک شهری
موضوعات مرتبط
مهندسی و علوم پایه سایر رشته های مهندسی کنترل و سیستم های مهندسی
چکیده انگلیسی
Urban traffic network model is illustrated by state-charts and object-diagram. However, they have limitations to show the behavioral perspective of the Traffic Information flow. Consequently, a state space model is used to calculate the half-value waiting time of vehicles. In this study, a combination of the general type-2 fuzzy logic sets and the Modified Backtracking Search Algorithm (MBSA) techniques are used in order to control the traffic signal scheduling and phase succession so as to guarantee a smooth flow of traffic with the least wait times and average queue length. The parameters of input and output membership functions are optimized simultaneously by the novel heuristic algorithm MBSA. A comparison is made between the achieved results with those of optimal and conventional type-1 fuzzy logic controllers.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: ISA Transactions - Volume 66, January 2017, Pages 335-343
نویسندگان
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