A New Hybrid Intelligent Approach for Forecasting the Traffic Flow Based on Fuzzy Controller

سال انتشار: 1394
نوع سند: مقاله کنفرانسی
زبان: انگلیسی
مشاهده: 684

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شناسه ملی سند علمی:

TTC15_358

تاریخ نمایه سازی: 6 بهمن 1395

چکیده مقاله:

Traffic flow forecasting, one of the solutions to prevent congestion on highways is presented. Due to the different behavioral patterns of traffic flow, a variety of differentconditions, including the possibility of data loss due to a disturbance of failure or faulty sensors, different climatic conditions such as rain or snow, and various conditions such astraffic congestion and accident occurrence on the road, a new prediction model is presented. We have examined the robustness of the model in the presence of different types of data in a disturbance. To show the performance of this new model simulations based on real data were performed in MATLAB

نویسندگان

Seyed Hadi Hosseini

Department of Engineering, West Tehran Branch, Islamic Azad University, Tehran, Iran

Mahdieh Shabanian

Department of Engineering, West Tehran Branch, Islamic Azad University, Tehran, Iran