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Title: Fuzzy Logic-Based User Perceptions of Signalized Intersection Level of Service
Accession Number: 01049519
Record Type: Component
Availability: Transportation Research Board Business Office 500 Fifth Street, NW Abstract: Delay has been selected as the only measure for determining signalized intersection level-of-service (LOS). Previous studies, mostly for freeways, reported that road users consider multiple factors in their evaluation of LOS, including traffic-related and non-traffic factors. The findings from more than 1,300 responses to a web-based stated-preference survey suggest that road users consider multiple factors for the evaluation of signalized intersections, including left-turn treatment and pavement markings. A methodology based on fuzzy logic is presented in this paper to determine signalized intersection LOS that explicitly accounts for user perceptions. To reflect the fuzziness of user perceptions, rigid LOS thresholds were replaced with fuzzy numbers to make it more consistent with driver perceptions. Fuzzy inferences, which were based on a set of fuzzy rules, were applied to combine important factors at signalized intersections for deriving a composite LOS measure. Membership grades were used to assign confidence levels for each LOS category. A case study with different improvement scenarios was conducted to illustrate the proposed method. Overall, the fuzzy logic method simulates the human reasoning process and provides an alternative to quantify user perceptions of signalized intersection LOS.
Monograph Title: Monograph Accession #: 01042056
Report/Paper Numbers: 07-1111
Language: English
Corporate Authors: Transportation Research Board 500 Fifth Street, NW Authors: Pagination: 28p
Publication Date: 2007
Conference:
Transportation Research Board 86th Annual Meeting
Location:
Washington DC, United States Media Type: CD-ROM
Features: Figures
(4)
; References
(27)
; Tables
(7)
TRT Terms: Subject Areas: Administration and Management; Highways; Operations and Traffic Management; Planning and Forecasting; I72: Traffic and Transport Planning
Source Data: Transportation Research Board Annual Meeting 2007 Paper #07-1111
Files: TRIS, TRB
Created Date: Feb 8 2007 5:43PM
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