Multiagent Based Decentralized Traffic Light Control for Large Urban Transportation System
المؤلفون المشاركون
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-13، 13ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-07-15
دولة النشر
مصر
عدد الصفحات
13
التخصصات الرئيسية
الملخص EN
Intelligent traffic control is an important issue of the modern transportation system.
However, in large-scale urban transportation systems, traditional centralized coordination methods suffer bottlenecks in both communication and computation.
Decentralized control is hard if there is very limited observation to the whole network as evidences to support joint traffic coordination decisions.
In this paper, we proposed a novel decentralized, multiagent based approach for massive traffic lights coordination to promote the large-scale green transportation.
Considering that only the traffic from the adjacent intersections may affect the state of a given intersection one time ahead, the key of our approach is using the observations of a local intersection and its neighbors as evidences to support the traffic light coordination decisions.
Therefore, we can model the interactions as decentralized agents coordinating with a decision theoretical model.
Within a local intersection, constraint optimizing agents are designed to efficiently search for joint activities of the lights.
Since this approach involves only local intersection cooperation, it is well scalable and easily implemented with small communication overhead.
In the last section, we present our software design on this approach and based on our simulation, this approach is feasible to a large urban transportation system.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Xu, Yang& Zhang, Yulin& Liu, Ming. 2014. Multiagent Based Decentralized Traffic Light Control for Large Urban Transportation System. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-446674
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Xu, Yang…[et al.]. Multiagent Based Decentralized Traffic Light Control for Large Urban Transportation System. Mathematical Problems in Engineering No. 2014 (2014), pp.1-13.
https://search.emarefa.net/detail/BIM-446674
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Xu, Yang& Zhang, Yulin& Liu, Ming. Multiagent Based Decentralized Traffic Light Control for Large Urban Transportation System. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-13.
https://search.emarefa.net/detail/BIM-446674
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-446674
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر