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Solution to the location-routing problem using a genetic algorithm

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21260%2F16%3A00301218" target="_blank" >RIV/68407700:21260/16:00301218 - isvavai.cz</a>

  • Result on the web

    <a href="http://ieeexplore.ieee.org/document/7501016/" target="_blank" >http://ieeexplore.ieee.org/document/7501016/</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/SCSP.2016.7501016" target="_blank" >10.1109/SCSP.2016.7501016</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Solution to the location-routing problem using a genetic algorithm

  • Original language description

    In this paper, we focus on solving location-routing problem that belongs to NP-hard problems and that often appears in the optimization of supply chain and distribution systems. The goal of location-routing problem is to determine the location of multiple depots together with vehicle routes such that the total cost of the system is minimal. A genetic algorithm is proposed to solve a deterministic location-routing problem. The representation of individuals together with genetic operators are designed to solve both location and routing part interdependently. Various parameters of genetic algorithm are tested to show their influence on the results and effectiveness of the proposed algorithm.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2016

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    2016 Smart Cities Symposium Prague (SCSP)

  • ISBN

    978-1-5090-1116-2

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

  • Publisher name

    IEEE Press

  • Place of publication

    New York

  • Event location

    Praha

  • Event date

    May 26, 2016

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000390205300006