• DocumentCode
    1956211
  • Title

    Environmental integrated closed loop logistics model: An artificial bee colony approach

  • Author

    Vishwa, V.K. ; Chan, Felix T S ; Mishra, Nishikant ; Kumar, Vishwa V.

  • Author_Institution
    Dept. of Ind. & Syst. Eng., Hong Kong Polytech. Univ., Hong Kong, China
  • fYear
    2010
  • fDate
    6-9 Oct. 2010
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    Economical and Ecological consciousness have led to incorporate close loop logistics in modern manufacturing arena. The success of the close loop supply logistics mainly depends on good retrieval of the components still have significant amount of value added in the returned products. Thus, the proper management of the returned products is one of the key elements for enterprises. This paper illustrates the complexities involved in resolving a remanufacturing problem and formulates a mathematical model in which the return rate is a function of environmental factor. Since, such model belongs to a class on NP hard problems; an Artificial Bee Colony (ABC) algorithm has been presented and tested over an illustrative example. The algorithm adequately explores the entire search space to achieve superior performance on the underlying problem. Further, the results obtained by ABC have been analyzed with particle swarm optimization where ABC was seen to significantly outperform the rest.
  • Keywords
    closed loop systems; environmental factors; logistics; particle swarm optimisation; recycling; search problems; supply chains; NP hard problem; artificial bee colony algorithm; environmental factor; environmental integrated closed loop logistic model; mathematical model; particle swarm optimization; remanufacturing problem; search space; Electronic mail; Environmental factors; Indexes; Mathematical model; Optical character recognition software; Supply chains; Artificial Intelligent techniques; Remanufacturing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Supply Chain Management and Information Systems (SCMIS), 2010 8th International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-962-367-696-0
  • Type

    conf

  • Filename
    5681670