Addressing the important need to reduce average waiting times at road traffic signals is crucial, this research offers an optimal strategy targeted at improving the traffic flow efficiency. However, despite its success in lowering wait times, the suggested system has difficulties in dealing with unanticipated traffic spikes. The work proposes an Adaptive Genetic Algorithm (AGA) to reduce traffic waiting time and incorporates complex algorithms and modules along with heuristic algorithms and various sorts of crossovers to achieve notable outcomes to minimize traffic congestion. The performance of AGA was evaluated using the Simulation for Urban MObility (SUMO). The simulation included a four-way junction in which a network with default traffic signal information was simulated and their modified phase time using AGA in network waiting time was also simulated and analysed. The analysis revealed improved results in optimization, with considerable gains produced by combining either of the crossover approaches that have been utilized.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Adaptive Genetic Algorithm for Reducing Average Waiting Time for Road Traffic Signals


    Beteiligte:


    Erscheinungsdatum :

    15.03.2024


    Format / Umfang :

    799201 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Adaptive dynamic control for road traffic signals

    Heydecker, B.G. / Cai, Chen / Wong, C.K. | Tema Archiv | 2007


    "Head Start" Route Selecting Algorithm for Reducing Driver's Waiting Time

    Nakamura, T. / Nakayama, O. / Iwasaki, M. et al. | British Library Conference Proceedings | 1995


    Method and system for reducing traffic jam waiting time through intelligent driving reminding

    LIANG XIUYAO / LI BING / FANG ZHENJING et al. | Europäisches Patentamt | 2024

    Freier Zugriff

    Traffic Engineer and Road Safety Officer - a partnership in waiting

    Buchanan, R. | British Library Online Contents | 1998


    Average Waiting Time in FDDI Networks with Local-Priorities

    National Aeronautics and Space Administration | British Library Conference Proceedings | 1994