IDEAS home Printed from https://ideas.repec.org/a/inm/orijoc/v36y2024i3p868-883.html
   My bibliography  Save this article

Efficient Propagation Techniques for Handling Cyclic Symmetries in Binary Programs

Author

Listed:
  • Jasper van Doornmalen

    (Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands)

  • Christopher Hojny

    (Eindhoven University of Technology, 5612 AZ Eindhoven, Netherlands)

Abstract

The presence of symmetries in binary programs typically degrades the performance of branch-and-bound solvers. In this article, we derive efficient variable fixing algorithms to discard symmetric solutions from the search space based on propagation techniques for cyclic groups. Our algorithms come with the guarantee to find all possible variable fixings that can be derived from symmetry arguments; that is, one cannot find more variable fixings than those found by our algorithms. Because every permutation symmetry group of a binary program has cyclic subgroups, the derived algorithms can be used to handle symmetries in any symmetric binary program. In experiments, we also provide numerical evidence that our algorithms handle symmetries more efficiently than other variable fixing algorithms for cyclic symmetries.

Suggested Citation

  • Jasper van Doornmalen & Christopher Hojny, 2024. "Efficient Propagation Techniques for Handling Cyclic Symmetries in Binary Programs," INFORMS Journal on Computing, INFORMS, vol. 36(3), pages 868-883, May.
  • Handle: RePEc:inm:orijoc:v:36:y:2024:i:3:p:868-883
    DOI: 10.1287/ijoc.2022.0060
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/ijoc.2022.0060
    Download Restriction: no

    File URL: https://libkey.io/10.1287/ijoc.2022.0060?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
    ---><---

    References listed on IDEAS

    as
    1. Leo Liberti & James Ostrowski, 2014. "Stabilizer-based symmetry breaking constraints for mathematical programs," Journal of Global Optimization, Springer, vol. 60(2), pages 183-194, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Gustavo Dias & Leo Liberti, 2021. "Exploiting symmetries in mathematical programming via orbital independence," Annals of Operations Research, Springer, vol. 298(1), pages 149-182, March.
    2. Shaoze Li & Zhibin Deng & Cheng Lu & Junhao Wu & Jinyu Dai & Qiao Wang, 2023. "An efficient global algorithm for indefinite separable quadratic knapsack problems with box constraints," Computational Optimization and Applications, Springer, vol. 86(1), pages 241-273, September.

    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:inm:orijoc:v:36:y:2024:i:3:p:868-883. 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.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with 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 Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    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.