Institutional Repository
Technical University of Crete
Technical University of Crete
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| URI | http://purl.tuc.gr/dl/dias/F02B481F-354E-4DAC-927A-3F22AB071FB6 | - |
| Identifier | https://doi.org/10.1109/TITS.2011.2159002 | - |
| Language | en | - |
| Title | Adaptive performance optimization for large-scale traffic control systems | en |
| Creator | Kouvelas Anastasios | en |
| Creator | Κουβελας Αναστασιος | el |
| Creator | Aboudolas, K | en |
| Creator | Kosmatopoulos Ilias | en |
| Creator | Κοσματοπουλος Ηλιας | el |
| Creator | Papageorgiou Markos | en |
| Creator | Παπαγεωργιου Μαρκος | el |
| Publisher | Institute of Electrical and Electronics Engineers | en |
| Content Summary | In 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 |
| Type of Item | Peer-Reviewed Journal Publication | en |
| Type of Item | Δημοσίευση σε Περιοδικό με Κριτές | el |
| License | http://creativecommons.org/licenses/by/4.0/ | en |
| Date of Item | 2015-11-20 | - |
| Date of Publication | 2011 | - |
| Subject | Adaptive control | en |
| Subject | large-scale systems | en |
| Bibliographic Citation | 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 |
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