The ACO heuristics is a distributed and cooperative search method that imitates the behavior of real ants in its the search for food. The Capacitated Vehicle Routing Problem CVRP is a well known combinatorial optimization problem, which is concerned with the distribution of goods between the depot and customers. This paper will apply the Ant Colony System ACS with Savings heuristic algorithm to solve Capacitated Vehicle Routing Problem. This problem will be solve to determine an optimal distribution plan that meets all the demands at minimum total cost by applying the ACS algorithm. In this paper, we consider that there is a single depot or distribution center that caters to the customer demands at a set of sales points or demand centers using vehicles with known limited capacities. The demand at each of these demand centers is assumed to be constant and known. Due to its limited capacity, the vehicles may need to make several trips from the depot for replenishment. This system will implement the transportation cost of CVRP and can find the minimum cost routes between the depot and the customers by using the Benchmarks datasets. Aye Aye Chaw "Ant Colony System with Saving Heuristic for Capacitated Vehicle Routing Problem" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-3 | Issue-5 , August 2019, URL: https://www.ijtsrd.com/papers/ijtsrd27884.pdf


    Zugriff

    Download


    Exportieren, teilen und zitieren



    Titel :

    Ant Colony System with Saving Heuristic for Capacitated Vehicle Routing Problem


    Beteiligte:
    Aye Aye Chaw (Autor:in)

    Erscheinungsdatum :

    2019-08-23


    Anmerkungen:

    oai:zenodo.org:3591195
    International Journal of Trend in Scientific Research and Development 3(5) 2181-2186



    Medientyp :

    Aufsatz (Zeitschrift)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Klassifikation :

    DDC:    629




    Reoptimization Heuristic for the Capacitated Vehicle Routing Problem

    Rodrigo Linfati / John Willmer Escobar | DOAJ | 2018

    Freier Zugriff

    A novel heuristic algorithm for capacitated vehicle routing problem

    Kır, Sena / Yazgan / Harun Reşit et al. | BASE | 2017

    Freier Zugriff

    Hybrid Heuristic Algorithm for solving Capacitated Vehicle Routing problem

    AbdElAziz, Moh. M. / A. El-Ghareeb, Haitham / Ksasy, M. S. M. | BASE | 2014

    Freier Zugriff

    An efficient meta-heuristic algorithm for solving capacitated vehicle routing problem

    Faiz, Alfian / Subiyanto, Subiyanto / Arief, Ulfah Mediaty | BASE | 2018

    Freier Zugriff

    Heuristic Approach For Robust Counterpart Open Capacitated Vehicle Routing Problem With Time Windows

    Yuliza, Evi / Puspita, Fitri Maya / Supadi, Siti Suzlin | BASE | 2021

    Freier Zugriff