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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 pp. 2470-2475.

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Link to Published Version: http://dx.doi.org/10.1109/NAFIPS.2001.944460
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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
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