A fuzzy version of default logic
International Journal of Intelligent Computing and Cybernetics
ISSN: 1756-378X
Article publication date: 29 March 2011
Abstract
Purpose
The importance of fuzzy logic (FL) in approximate reasoning, and that of default logic (DL) in reasoning with incomplete information, is well established. Also, the need for a commonsense reasoning framework that handles both these aspects has been widely anticipated. The purpose of this paper is to show that fuzzyfied default logic (FDL) is an attempt at creating such a framework.
Design/methodology/approach
The basic syntax, semantics, unique characteristics and examples of its complex reasoning abilities have been presented in this paper.
Findings
Interestingly, FDL turns out to be a generalization of traditional DL, with even better support for non‐monotonic reasoning.
Originality/value
The paper presents a generalized tool for commonsense reasoning which can be used for inference under incomplete information.
Keywords
Citation
Ray, K.S. and Chakraborty, A. (2011), "A fuzzy version of default logic", International Journal of Intelligent Computing and Cybernetics, Vol. 4 No. 1, pp. 5-24. https://doi.org/10.1108/17563781111115769
Publisher
:Emerald Group Publishing Limited
Copyright © 2011, Emerald Group Publishing Limited