IDEAS home Printed from https://ideas.repec.org/a/eee/matcom/v81y2011i10p1962-1977.html
   My bibliography  Save this article

CML dynamics: Optimal control of age-structured stem cell population

Author

Listed:
  • Aïnseba, Bedr’Eddine
  • Benosman, Chahrazed

Abstract

This paper is devoted to the optimal control of an age-structured system, describing the evolution of normal and leukemic hematopoietic stem cells (HSC) under therapy. The optimal control represents the drug dosage over a fixed length of time. We give evidence that the discrete scheme, derived from our model, is consistent; moreover, the continuous dependence of the solution with respect to the initial data is proved. We prove the existence of an optimal control providing a unique solution to our model. Numerical simulations show that the division rate of leukemic HSC plays a crucial role when determining the optimal control. When the division rate decrease with age of cells, drug therapy should be administered at full dosage at the beginning. Next, it is piecewise continuous in time. When older leukemic HSC have a larger capacity of division, the optimal dosage increases to the maximum value, and then decreases over time.

Suggested Citation

  • Aïnseba, Bedr’Eddine & Benosman, Chahrazed, 2011. "CML dynamics: Optimal control of age-structured stem cell population," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 81(10), pages 1962-1977.
  • Handle: RePEc:eee:matcom:v:81:y:2011:i:10:p:1962-1977
    DOI: 10.1016/j.matcom.2010.12.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S037847541000412X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.matcom.2010.12.011?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:eee:matcom:v:81:y:2011:i:10:p:1962-1977. 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: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/mathematics-and-computers-in-simulation/ .

    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.