• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 22 Issue 3
Jun.  2009
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Article Contents
JI Xiaofeng, LIU Lan. Traffic Congestion Management Method Based on Case-Based Reasoning[J]. Journal of Southwest Jiaotong University, 2009, 22(3): 415-420.
Citation: JI Xiaofeng, LIU Lan. Traffic Congestion Management Method Based on Case-Based Reasoning[J]. Journal of Southwest Jiaotong University, 2009, 22(3): 415-420.

Traffic Congestion Management Method Based on Case-Based Reasoning

  • Received Date: 08 Dec 2008
  • Publish Date: 20 Jun 2009
  • A traffic congestion management method was proposed using case-based reasoning (CBR) technique. For new congestion management problems,the proposed method searches the similar cases and related solutions in the case library. The methods of case representation,case retrieval and case revise were presented. A numerical test indicates that this method can effectively make use of historical management experience to solve congestion management problems.

     

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  • LOGI F,RITCHIE S G.Development and evaluation of a knowledge-based system for traffic congestion management and control[J].Transportation Research Part C,2001,9(6):433-459.[2] 谈晓洁.基于知识的交通拥堵疏导决策方法及系统研究[D].南京:东南大学,2005.[3] 李星毅,侯忠生,赵明.服务于交通监控响应的范例推理系统[J].江苏大学学报(自然科学版),2008,29(3):244.247.LI xingyi,HOU Zhongsheng,ZHAO Ming.Case-based reasoning system serviced for traffic monitoring response[J].Journal of Jiangsu University(Natural Science Edition),2008,29(3):244-247.[4] AAMODT A,PLAZA E.Case-based reasoning:foundational issues,methodological variations,and system approaches[J].AICOM,1994,7(1):39-59.[5] 陈涛.基于系统科学理论的城市道路交通拥挤预测与控制模型研究[D].南京:东南大学,2005.[6] RAINER S,LOTHAR G.Case based reasoning for antibiotics therapy advice:an investigation of retrieval algorithms and prototypes[J].Artificial Intelligence in Medicine,2001,23(2):171-186.[7] SMYTH B,KEANE M T,CUNNINGHAM P D.Hierarchical case-based reasoning integrating case-based and decompesitional program-solving techniques for plant-control software design[J].IEEE Transactions on Knowledge and Data Engineering,2001,13(5):793-812.[8] 王君,潘星,李静,等.基于案例推理的知识管理咨询系统[J].清华大学学报(自然科学版),2006,46(S1):990-995.WANG Jun,PAN xing,LI Jing,et al.Knowledge management consultation system based on CBR technologies[J].Journal of Tsinghua University(Science and Technology Edition),2006,46(S1):990-995.[9] 罗军刚,解建仓,汪妮.基于CBR的水库洪水调度模式[J].系统工程理论与实践,2008,28(9):122-130.LUO Jungang,XIE Jiancang,WANG Ni.Study on reservoirs flood dispatching based on Case-Based reasoning[J].Systems Engineering-Theory & Practice,2008,28(9):122-130.[10] 赵卫东,李旗号,盛昭瀚.基于案例推理的决策问题求解研究[J].管理科学学报,2000,3(4):29-36.ZHAO Weidong,LI Qihao,SHENG Zhaohan.Decision problem solution based on case based reasoning[J].Journal of Manegemem Scienees in China,2000,3(4):29-36.
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