Abstract Due to the complex environmental constraints in the field of transport and logistics, optimization for the vehicle fuel consumption problem satisfies not only one criterion but also several criteria. In this paper, a novel multi-objective method for an optimal vehicle traveling based on Whale optimization algorithm (WOA) is proposed. In the proposed method, two criteria of distance and path-travel gasoline of the vehicle traveling issue are transformed into a minimization one. The vehicle routing and traffic status in the environmental transportation are considered to model the fitness function for the solution in WOA. The path of the globally best whale in each iteration is selected, and reached by the vehicles in sequence. In addition, the information of traffic status updates to vehicle periodically times from traffic navigation system during the traveling. Series scenarios of simulations are implemented in different traffic environments for the optimal paths when the vehicles reached the destination. The results show that the proposed method provides the confirm the practicality of the model of transport and logistics, and this proposed method may be the alternative method of optimization for the vehicle traveling in the logistics.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

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


    Beteiligte:


    Erscheinungsdatum :

    2016-11-22


    Format / Umfang :

    10 pages





    Medientyp :

    Aufsatz/Kapitel (Buch)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch




    Fuel cell automobile energy management method based on whale optimization algorithm

    LI WEI / WANG SHUOWEN / SUN CHUANWEN | Europäisches Patentamt | 2023

    Freier Zugriff


    Improved whale optimization algorithm and its application in vehicle structural crashworthiness

    Qian, Lijun / Yu, Luxin / Huang, Yuezhu et al. | Taylor & Francis Verlag | 2023


    Optimization of Vehicle Routing Problem Based on Multi-Objective Genetic Algorithm

    Zhong, R. / Wu, J.P. / Du, Y.M. | British Library Conference Proceedings | 2013


    Optimization of Vehicle Route to Reduce Fuel Consumption Based on Genetic Algorithm

    Peng, Y. / Li, H. / China Communications and Transportation Association; Transportation & Development Institute (American Society of Civil Engineers) | British Library Conference Proceedings | 2009