IDEAS home Printed from https://ideas.repec.org/a/eee/matcom/v41y1996i1p173-186.html
   My bibliography  Save this article

A general scheme for multi-model controller using trust

Author

Listed:
  • Delmotte, François
  • Dubois, Laurent
  • Borne, Pierre

Abstract

Fuzzy logic theory, introduced by Zadeh (1965), has been used in different approaches in control theory. Fuzzy inference using a data base of an expert knowledge is the most widely used. A second approach, first presented by Sugeno, consists in the use of several models representing a partial view of a complex system and using fuzzy logic interpolation property to mix them. The present paper deals with a new concept in fuzzy inference mechanism where fuzzy logic is combined with trust notion derived from the possibility theory. This fuzzy inference mechanism has been used to control a nonlinear first-order process from the knowledge of linear first-order models and their associated optimal controllers. Computer simulations are presented to show the interest of this method in comparison with Sugeno multi-model controller.

Suggested Citation

  • Delmotte, François & Dubois, Laurent & Borne, Pierre, 1996. "A general scheme for multi-model controller using trust," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 41(1), pages 173-186.
    • Handle: RePEc:eee:matcom:v:41:y:1996:i:1:p:173-186
    DOI: 10.1016/0378-4754(95)00069-0
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/0378475495000690
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/0378-4754(95)00069-0?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:eee:matcom:v:41:y:1996:i:1:p:173-186. 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.