TY - JOUR PY - 2012// TI - Optimal variable speed-limit control under abnormal traffic conditions JO - Journal of the Chinese Institute of Engineers A1 - Chiou, Yu-Chiun A1 - Huang, Yen-Fei A1 - Lin, Po-Cheng SP - 299 EP - 308 VL - 35 IS - 3 N2 - Application of variable speed-limit (VSL) control has become promising in managing incidents in the context of intelligent highway systems, wherein advanced VSL signs are densely placed along the roadways. This paper aims to develop a genetic-fuzzy-logic- controller (GFLC)-based VSL control model with an objective function to enhance both safety and throughput efficiency at incident sites. In order to evaluate the performance of learned logic rules and tuned membership function, a revised cell transmission model is proposed, which is validated with field traffic data. The results indicate that the proposed VSL control model can effectively curtail crash likelihood while only slightly decreasing the throughput efficiency under different tested incident cases. It suggests that our proposed GFLC-based VSL control model is promising for practical applications.
LA - SN - 0253-3839 UR - http://dx.doi.org/10.1080/02533839.2012.655472 ID - ref1 ER -