Catalog Home Page

Fuzzy rule interpolation for multidimensional input space with petroleum engineering application

Wong, K.W. and Gedeon, T.D. (2001) Fuzzy rule interpolation for multidimensional input space with petroleum engineering application. In: Joint 9th IFSA World Congress and 20th NAFIPS International Conference, 25 - 28 July, Vancouver, BC.

[img]
Preview
PDF - Published Version
Download (352kB) | Preview
    Link to Published Version: http://dx.doi.org/10.1109/NAFIPS.2001.944460
    *Subscription may be required

    Abstract

    Fuzzy rule based systems have been very popular in many engineering applications. In petroleum engineering, fuzzy rules are normally constructed using some fuzzy rule extraction techniques to establish the petrophysical property prediction model. However, when generating fuzzy rules from the available information, it may result in a sparse fuzzy rule base. The use of more than one input variable is also common in petroleum engineering. The paper examines the application of fuzzy interpolation to resolve problems using sparse fuzzy rule bases, and perform analysis of fuzzy interpolation in multidimensional input space

    Publication Type: Conference Paper
    Murdoch Affiliation: School of Information Technology
    Publisher: IEEE
    Copyright: © 2001 IEEE
    Notes: Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. This paper appears in: Joint 9th IFSA World Congress and 20th NAFIPS International Conference; Vancouver, BC; 25 July 2001 through 28 July 2001, pp 2470-2375
    URI: http://researchrepository.murdoch.edu.au/id/eprint/6069
    Item Control Page

    Downloads

    Downloads per month over past year