IDEAS home Printed from https://ideas.repec.org/a/taf/tsysxx/v46y2015i16p3010-3018.html
   My bibliography  Save this article

Multi-objective two-stage multiprocessor flow shop scheduling – a subgroup particle swarm optimisation approach

Author

Listed:
  • Rong-Hwa Huang
  • Chang-Lin Yang
  • Chun-Ting Hsu

Abstract

Flow shop production system – compared to other economically important production systems – is popular in real manufacturing environments. This study focuses on the flow shop with multiprocessor scheduling problem (FSMP), and develops an improved particle swarm optimisation heuristic to solve it. Additionally, this study designs an integer programming model to perform effectiveness and robustness testing on the proposed heuristic. Experimental results demonstrate a 10% to 50% improvement in the effectiveness of the proposed heuristic in small-scale problem tests, and a 10% to 40% improvement in the robustness of the heuristic in large-scale problem tests, indicating extremely satisfactory performance.

Suggested Citation

  • Rong-Hwa Huang & Chang-Lin Yang & Chun-Ting Hsu, 2015. "Multi-objective two-stage multiprocessor flow shop scheduling – a subgroup particle swarm optimisation approach," International Journal of Systems Science, Taylor & Francis Journals, vol. 46(16), pages 3010-3018, December.
  • Handle: RePEc:taf:tsysxx:v:46:y:2015:i:16:p:3010-3018
    DOI: 10.1080/00207721.2014.886742
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00207721.2014.886742
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00207721.2014.886742?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:tsysxx:v:46:y:2015:i:16:p:3010-3018. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/TSYS20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.