IDEAS home Printed from https://ideas.repec.org/a/ids/ijmore/v7y2015i3p348-360.html
   My bibliography  Save this article

A new mathematical model for single machine scheduling with learning effect: continuous approach

Author

Listed:
  • Seyed Hojat Pakzad Moghadam
  • Hassan Mina
  • Seyed Hossein Iranmanesh
  • Ali Keyvandarian

Abstract

In the literature of scheduling, many studies have been devoted to schedule single machine activities. Despite numerous studies done to bridge the gap between the mathematical models and real-life scheduling problems, there is still gap remained to be covered. In this study, position-based, time-based and experience-based learning effect calculations are employed simultaneously in order to extend applicability of the proposed model. At first, the modified single machine scheduling problem is formulated as a mixed integer mathematical model with non-linear terms. Finally, a hybrid imperialistic competitive algorithm and genetic algorithm is designed to solve this complex problem. The hybrid ICA-GA algorithm is modified in order to take advantage of ICAs intelligence and GAs operators such as crossover and mutation simultaneously.

Suggested Citation

  • Seyed Hojat Pakzad Moghadam & Hassan Mina & Seyed Hossein Iranmanesh & Ali Keyvandarian, 2015. "A new mathematical model for single machine scheduling with learning effect: continuous approach," International Journal of Mathematics in Operational Research, Inderscience Enterprises Ltd, vol. 7(3), pages 348-360.
    • Handle: RePEc:ids:ijmore:v:7:y:2015:i:3:p:348-360
    as

    Download full text from publisher

    File URL: http://www.inderscience.com/link.php?id=69153
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

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

    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:ids:ijmore:v:7:y:2015:i:3:p:348-360. 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: Sarah Parker (email available below). General contact details of provider: http://www.inderscience.com/browse/index.php?journalID=320 .

    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.