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A comparative analysis of solution algorithms for nonlinear freeway traffic control problems

Pasquale Cecilia, Anghinolfi Davide, Sacone Simona, Siri Silvia, Papageorgiou Markos

Απλή Εγγραφή


URIhttp://purl.tuc.gr/dl/dias/6FB50211-BB7D-462F-AA94-81466BB8895F-
Αναγνωριστικόhttps://ieeexplore.ieee.org/document/7795798/-
Αναγνωριστικόhttps://doi.org/10.1109/ITSC.2016.7795798-
Γλώσσαen-
Μέγεθος6 pagesen
ΤίτλοςA comparative analysis of solution algorithms for nonlinear freeway traffic control problemsen
ΔημιουργόςPasquale Ceciliaen
ΔημιουργόςAnghinolfi Davideen
ΔημιουργόςSacone Simonaen
ΔημιουργόςSiri Silviaen
ΔημιουργόςPapageorgiou Markosen
ΔημιουργόςΠαπαγεωργιου Μαρκοςel
ΕκδότηςInstitute of Electrical and Electronics Engineersen
ΠερίληψηObjective of this paper is to test and compare different solution algorithms for solving nonlinear freeway traffic control problems. The motivation of this work is related to the fact that the nonlinear problems arising in freeway traffic control are very challenging from a computational point of view, since they are generally characterized by a large number of variables and are often nonlinear and nonconvex. Hence, efficient solution algorithms for solving these problems are required in order to design efficient control frameworks to be applied in large freeway networks, possibly in real time. In this paper, some solution algorithms, either gradientbased or derivative-free, are tested on a specific freeway traffic control problem, i.e. The definition of a two-class ramp metering strategy to reduce congestions and emissions in a freeway.en
ΤύποςΠλήρης Δημοσίευση σε Συνέδριοel
ΤύποςConference Full Paperen
Άδεια Χρήσηςhttp://creativecommons.org/licenses/by/4.0/en
Ημερομηνία2018-07-02-
Ημερομηνία Δημοσίευσης2016-
Θεματική ΚατηγορίαTraffic controlen
Θεματική ΚατηγορίαOptimal controlen
Θεματική ΚατηγορίαAlgorithm design and analysisen
Θεματική ΚατηγορίαVehiclesen
Θεματική ΚατηγορίαSimulated annealingen
Θεματική ΚατηγορίαNonlinear opticsen
Βιβλιογραφική ΑναφοράC. Pasquale, D. Anghinolfi, S. Sacone, S. Siri and M. Papageorgiou, "A comparative analysis of solution algorithms for nonlinear freeway traffic control problems," in 19th IEEE International Conference on Intelligent Transportation Systems, 2016, pp. 1773-1778. doi: 10.1109/ITSC.2016.7795798en

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