A data-driven bi-level program for knowledge-based signal control system under uncertainty

•A data-driven knowledge system (DDKS) for traffic signal control is presented.•A data-driven bi-level program (DDBP) is proposed.•A knowledge based two-stage approach is proposed to effectively solve DDBP.•Numerical computations using real-data city road network are made with recent state-of-the-ar...

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Bibliographic Details
Published in:	Knowledge-based systems Vol. 160; pp. 210 - 227
Main Author:	Chiou, Suh-Wen
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 15.11.2018 Elsevier Science Ltd
Subjects:	Bi-level programming problem (BLPP) Data Data processing Data-driven bi-level program (DDBP) Data-driven knowledge based system (DDKS) Expert systems Information systems Knowledge based systems Mitigation Risk Signaling Stochastic models Traffic control Transportation Two-stage approach Uncertainty Urban traffic signal control Data-driven bi-level program (DDBP) Bi-level programming problem (BLPP) Data-driven knowledge based system (DDKS) Two-stage approach Urban traffic signal control
ISSN:	0950-7051, 1872-7409
Online Access:	Get full text
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