• DocumentCode
    691483
  • Title

    A Machinery Resource Intelligent Configuration Method Using Immune Algorithm

  • Author

    Chen Xueli

  • Author_Institution
    Zhejiang Ind. Polytech. Coll., Shaoxing, China
  • fYear
    2013
  • fDate
    6-7 Nov. 2013
  • Firstpage
    5
  • Lastpage
    8
  • Abstract
    In order to produce optimize the allocation of resources of machinery group intelligent, mechanical resources should be optimized dynamic change. A kind of immune algorithm solve the problem of the dynamic allocation of resources. To minimize the maximum completion time for target function of manufacturing, mechanical operation procedures, resources and delivery time constraint is consider working efficiency, verify the immune algorithm, and put forward the numerical experiments. The results show that the algorithm can realize coherence of optimizing the allocation of resources. Results dynamic resource configuration is used to achieve optimal construction process each work plan simultaneously.
  • Keywords
    intelligent manufacturing systems; machinery; optimisation; resource allocation; search problems; delivery time constraint; dynamic resource configuration; immune algorithm; machinery resource intelligent configuration method; manufacturing function; maximum completion time; mechanical operation procedures; mechanical resources; optimal construction process; resource allocation optimization; search algorithm simulation; working efficiency; Cloning; Dynamic scheduling; Heuristic algorithms; Machinery; Resource management; Sociology; Statistics; Siphonic directed and weighted networks; modularity function; multistep greedy strategy; overlapping community detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Engineering Applications, 2013 Fourth International Conference on
  • Conference_Location
    Zhangjiajie
  • Print_ISBN
    978-1-4799-2791-3
  • Type

    conf

  • DOI
    10.1109/ISDEA.2013.407
  • Filename
    6843384