Ιδρυματικό Αποθετήριο [SANDBOX]
Πολυτεχνείο Κρήτης
EN  |  EL

Αναζήτηση

Πλοήγηση

Ο Χώρος μου

Adaptive performance optimization for large-scale traffic control systems

Kouvelas Anastasios, Aboudolas, K, Kosmatopoulos Ilias, Papageorgiou Markos

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/F02B481F-354E-4DAC-927A-3F22AB071FB6-
Αναγνωριστικόhttps://doi.org/10.1109/TITS.2011.2159002-
Γλώσσαen-
ΤίτλοςAdaptive performance optimization for large-scale traffic control systemsen
ΔημιουργόςKouvelas Anastasiosen
ΔημιουργόςΚουβελας Αναστασιοςel
ΔημιουργόςAboudolas, Ken
ΔημιουργόςKosmatopoulos Iliasen
ΔημιουργόςΚοσματοπουλος Ηλιαςel
ΔημιουργόςPapageorgiou Markosen
ΔημιουργόςΠαπαγεωργιου Μαρκοςel
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηIn this paper, we study the problem of optimizing (fine-tuning) the design parameters of large-scale traffic control systems that are composed of distinct and mutually interacting modules. This problem usually requires a considerable amount of human effort and time to devote to the successful deployment and operation of traffic control systems due to the lack of an automated well-established systematic approach. We investigate the adaptive fine-tuning algorithm for determining the set of design parameters of two distinct mutually interacting modules of the traffic-responsive urban control (TUC) strategy, i.e., split and cycle, for the large-scale urban road network of the city of Chania, Greece. Simulation results are presented, demonstrating that the network performance in terms of the daily mean speed, which is attained by the proposed adaptive optimization methodology, is significantly better than the original TUC system in the case in which the aforementioned design parameters are manually fine-tuned to virtual perfection by the system operators.en
ΤύποςPeer-Reviewed Journal Publicationen
ΤύποςΔημοσίευση σε Περιοδικό με Κριτέςel
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2015-11-20-
Ημερομηνία Δημοσίευσης2011-
Θεματική ΚατηγορίαAdaptive controlen
Θεματική Κατηγορίαlarge-scale systemsen
Βιβλιογραφική Αναφορά A. Kouvelas, K. Aboudolas, E.B. Kosmatopoulos, M. Papageorgiou, "Adaptive Performance Optimization for Large-Scale Traffic Control Systems," Intelligent Transportation Systems, IEEE Transactions on ,vol.12, no.4, pp. 1434 - 1445,2011, doi: 10.1109/TITS.2011.2159002 en

Υπηρεσίες

Στατιστικά