DocumentCode
59375
Title
Analytical Hierarchy Process Using Fuzzy Inference Technique for Real-Time Route Guidance System
Author
Caixia Li ; Anavatti, Sreenatha G. ; Ray, Tapabrata
Author_Institution
Univ. of New South Wales, Canberra, ACT, Australia
Volume
15
Issue
1
fYear
2014
fDate
Feb. 2014
Firstpage
84
Lastpage
93
Abstract
This paper focuses on an optimum route search function in the in-vehicle routing guidance system. For a dynamic route guidance system (DRGS), it should provide dynamic routing advice based on real-time traffic information and traffic conditions, such as congestion and roadwork. However, considering all these situations in traditional methods makes it very difficult to identify a valid mathematical model. To realize the DRGS, this paper proposes the analytical hierarchy process (AHP) using a fuzzy inference technique based on the real-time traffic information. This AHP-FUZZY approach is a multicriterion combination system. The nature of the AHP-FUZZY approach is a pairwise comparison, which is expressed by the fuzzy inference techniques, to achieve the weights of the attributes. The hierarchy structure of the AHP-FUZZY approach can greatly simplify the definition of a decision strategy and explicitly represent the multiple criteria, and the fuzzy inference technique can handle the vagueness and uncertainty of the attributes and adaptively generate the weights for the system. Based on the AHP-FUZZY approach, a simulation system is implemented in the route guidance system, and the process is analyzed.
Keywords
analytic hierarchy process; fuzzy reasoning; road traffic; traffic engineering computing; AHP-fuzzy approach; DRGS; analytical hierarchy process; congestion; decision strategy; dynamic route guidance system; dynamic routing advice; fuzzy inference technique; hierarchy structure; in-vehicle routing guidance system; mathematical model; multicriterion combination system; optimum route search function; real-time route guidance system; real-time traffic information; roadwork; simulation system; Fuzzy logic; Gold; Mathematical model; Pragmatics; Real-time systems; Roads; Vehicles; Analytical hierarchy process (AHP); fuzzy inference technique; real-time route guidance;
fLanguage
English
Journal_Title
Intelligent Transportation Systems, IEEE Transactions on
Publisher
ieee
ISSN
1524-9050
Type
jour
DOI
10.1109/TITS.2013.2272579
Filename
6568950
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