IDEAS home Printed from https://ideas.repec.org/a/spr/waterr/v38y2024i6d10.1007_s11269-023-03656-0.html
   My bibliography  Save this article

Application of Multi-Strategy Based Improved DBO Algorithm in Optimal Scheduling of Reservoir Groups

Author

Listed:
  • Ji He

    (North China University of Water Resources and Electric Power)

  • Wen Guo

    (North China University of Water Resources and Electric Power)

  • Songlin Wang

    (North China University of Water Resources and Electric Power)

  • Haitao Chen

    (North China University of Water Resources and Electric Power)

  • Xiaoqi Guo

    (North China University of Water Resources and Electric Power)

  • Shumin Li

    (North China University of Water Resources and Electric Power)

Abstract

Aiming at the problems of high dimensionality, multi-constraint, multi-phase, non-linearity, and the fact that the established model is not easy to solve for the optimal scheduling of reservoir group flood control, this paper improved the dung beetle optimization algorithm by adopting a variety of strategies, proposes a new intelligent optimization algorithm, the multi-strategy improved dung beetle algorithm (MIDBO), and firstly applied it to the optimal scheduling of flood control in reservoir groups. In addition, this study analyzed and contrasted the MIDBO algorithm's calculation results with the examples of the particle swarm and dung beetle optimization algorithms in relation to the reservoir cluster in the middle and lower sections of the Yellow River. And the peak reduction rates of these algorithms are 52.82%, 51.48%, and 50.25% in turn. The outcomes demonstrate that the MIDBO algorithm has strong performance, fast optimization efficiency, obvious peak reduction effect, and is a feasible method to solve the optimization problem of reservoir flood control and scheduling.

Suggested Citation

  • Ji He & Wen Guo & Songlin Wang & Haitao Chen & Xiaoqi Guo & Shumin Li, 2024. "Application of Multi-Strategy Based Improved DBO Algorithm in Optimal Scheduling of Reservoir Groups," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 38(6), pages 1883-1901, April.
    • Handle: RePEc:spr:waterr:v:38:y:2024:i:6:d:10.1007_s11269-023-03656-0
    DOI: 10.1007/s11269-023-03656-0
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11269-023-03656-0
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11269-023-03656-0?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.

    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:spr:waterr:v:38:y:2024:i:6:d:10.1007_s11269-023-03656-0. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.