DocumentCode :
3152081
Title :
Improved decision-support making for selecting future traffic signal controllers using expert-knowledge acquisition
Author :
Mladenovic, Milos N. ; Abbas, Muhammad Muddassir
Author_Institution :
Virginia Polytech. Inst. & State Univ., Blacksburg, VA, USA
fYear :
2013
fDate :
6-9 Oct. 2013
Firstpage :
732
Lastpage :
735
Abstract :
Transportation agencies are facing the decision-making problem while selecting traffic signal controller that corresponds to the needs of their future signal system. The complexity of this problem originates from the current level of controller standardization, market-driven competition, responsibility for long-term operation, and scale of investment. This paper presents an improvement of methodology and a decision-support system (DSS) for selecting traffic signal controllers. DSS bases upon Analytical Hierarchy Process, and is developed as an application in MS Excel. The main improvement is the component for expert knowledge acquisition for assignment of criteria weights. The graphical user interface and supporting analytical engine based on fuzzy logic are developed to enhance the expert knowledge acquisition. Paper presents application interface and analytical engine with an example. Possibilities for further research should provide potential for greater flexibility of this application to aid in decision-making for other equipment selection.
Keywords :
analytic hierarchy process; decision making; decision support systems; fuzzy logic; graphical user interfaces; knowledge acquisition; road traffic control; traffic engineering computing; MS Excel; analytical engine; analytical hierarchy process; application interface; controller standardization; criteria weight assignment; decision support system; equipment selection; expert knowledge acquisition; fuzzy logic; graphical user interface; improved decision support making; market-driven competition; traffic signal controller selection; transportation agencies; Control systems; Decision making; Decision support systems; Graphical user interfaces; Pragmatics; Software; Transportation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems - (ITSC), 2013 16th International IEEE Conference on
Conference_Location :
The Hague
Type :
conf
DOI :
10.1109/ITSC.2013.6728318
Filename :
6728318
Link To Document :
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