DocumentCode :
2887428
Title :
The Driver´s Shortest Path Decision-Making Model and its Algorithm Study Based on Grey Number Superiority Relationship
Author :
Mi, Chuan-min ; Liu, Si-Feng ; Fang, Zhi-Geng ; Wu, Xin ; Zhang, Hao-wei
Author_Institution :
Sch. of Econ. & Manage., Nanjing Univ. of Aeronaut. & Astronaut.
fYear :
2006
fDate :
13-16 Aug. 2006
Firstpage :
709
Lastpage :
714
Abstract :
The problem of choosing the shortest path with uncertain information is important for a driver choosing driving routes. This article delves into the problem of choosing models for driving routes in reality. According to us, with uncertain information, such choosing behavior reflects the issue of deciding the shortest path based on grey number superiority relationship. With the help of thoughts and the theoretical methods of grey system, we propose judging rules for grey number superiority relationship, and prove that such relationship is a totally ordered one. We then build a shortest path decision model based on the grey number superiority relationship, and design grey Dijkstra (G-D) algorithm, which can effectively solve the problem of choosing the shortest path
Keywords :
decision making; graph theory; grey systems; road traffic; driver shortest path decision-making model; grey Dijkstra algorithm; grey number superiority relationship; uncertain information; Algorithm design and analysis; Bridges; Cities and towns; Computer network management; Costs; Cybernetics; Decision making; Graph theory; Machine learning; Machine learning algorithms; Network theory (graphs); Systems engineering and theory; Telecommunication traffic; Traffic control; Algorithm; Decision-making model; Grey number; Shortest path; superiority relationship;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2006 International Conference on
Conference_Location :
Dalian, China
Print_ISBN :
1-4244-0061-9
Type :
conf
DOI :
10.1109/ICMLC.2006.258422
Filename :
4028155
Link To Document :
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