A multi-objective paradigm arises a viable approach to solving complex problems of optimization based on integrating multiple disciplines. This paper sets forth a new multi-objective teaching–learning-based optimization (short for MTLBO) for the issue of automotive fuel consumption. The vehicle’s fuel consumption is related to the cost of traveling by gasoline and the current traffic conditions, e.g., congestion, roads. The least use of fuel and the shortest routes are modeled as the objective functions for candidates’ solutions on the automobile navigation route. A road transportation system is built based on wireless sensor network (WSN)-fitted sensor nodes and the car fitted with the global positioning system (GPS). The results of the simulation are contrasted with the approaches of the Dijkstra and the A* algorithm. Results from experiments show that the proposed method increases precision.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Multi-Objective Teaching–Learning-Based Optimization for Vehicle Fuel Saving Consumption


    Weitere Titelangaben:

    Advs in Intelligent Syst., Computing


    Beteiligte:
    Sharma, Harish (Herausgeber:in) / Saraswat, Mukesh (Herausgeber:in) / Yadav, Anupam (Herausgeber:in) / Kim, Joong Hoon (Herausgeber:in) / Bansal, Jagdish Chand (Herausgeber:in) / Nguyen, Trong-The (Autor:in) / Wang, Hong-Jiang (Autor:in) / Hu, Rong (Autor:in) / Ngo, Truong-Giang (Autor:in) / Nguyen, Thi-Xuan-Huong (Autor:in)

    Kongress:

    Congress on Intelligent Systems ; 2020 ; New Delhi, India September 05, 2020 - September 06, 2020



    Erscheinungsdatum :

    02.06.2021


    Format / Umfang :

    12 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    A Multi-Objective Optimal Vehicle Fuel Consumption Based on Whale Optimization Algorithm

    Horng, Mong-Fong / Dao, Thi-Kien / Shieh, Chin-Shiuh et al. | Springer Verlag | 2016


    Vehicle fuel-saving control system and method based on vehicle speed and instantaneous fuel consumption

    LUO GONGXIANG / ZHANG MENG / GAO BAOJUN | Europäisches Patentamt | 2023

    Freier Zugriff


    Multi-Objective Vehicle Layout Optimization

    Gantovnik, V. / Tiwari, S. / Fadel, G. et al. | British Library Conference Proceedings | 2006


    Multi-Objective Vehicle Layout Optimization

    Gantovnik, Vladimir / Tiwari, Santosh / Fadel, Georges et al. | AIAA | 2006