Fuzzy logic controllers are universal approximators
โ Scribed by Castro, J.L.
- Book ID
- 111968067
- Publisher
- Institute of Electrical and Electronics Engineers
- Year
- 1995
- Weight
- 554 KB
- Volume
- 25
- Category
- Article
- ISSN
- 0018-9472
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The aim of this paper is twofold: (i) To analyse why the fuzzy input-output controllers proposed by Buckley and Hayashi [Fuzzy Sets and Systems 58 (1993) 273] are hardly continuous and, based on this analysis, a special necessary and sufficient condition for the controllers being continuous is obtai
We show how to construct a large class of universal approximators for fuzzy functions (which continuously map fuzzy numbers into fuzzy numbers and are the extension principle extensions of continuous real-valued functions). One important application is that layered, feedforward, neural nets, with re