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A simulation optimization-based decision support tool for mitigating traffic congestion

S H Melouk, B B Keskin, C Armbrester and M Anderson
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S H Melouk: The University of Alabama, Tuscaloosa, AL, USA
B B Keskin: The University of Alabama, Tuscaloosa, AL, USA
C Armbrester: The University of Alabama, Tuscaloosa, AL, USA
M Anderson: The University of Alabama Huntsville, Huntsville, AL, USA

Journal of the Operational Research Society, 2011, vol. 62, issue 11, 1971-1982

Abstract: Traffic congestion has grown considerably in the United States over the past 20 years. In this paper, we develop a robust decision support tool based on simulation optimization to evaluate and recommend congestion mitigation strategies to transportation system decision-makers. A tabu search-based optimizer determines different network design strategies on the road network while a traffic simulator evaluates the goodness of fit. The tool is tested with real-world traffic data.

Date: 2011
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