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Simon Coupland
Researcher at De Montfort University
Publications - 83
Citations - 2422
Simon Coupland is an academic researcher from De Montfort University. The author has contributed to research in topics: Fuzzy set & Fuzzy logic. The author has an hindex of 25, co-authored 83 publications receiving 2246 citations.
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Journal ArticleDOI
Geometric Type-1 and Type-2 Fuzzy Logic Systems
Simon Coupland,Robert John +1 more
TL;DR: This paper provides new algorithms for various operations on type-1 and type-2 fuzzy sets and for defuzzification and indicates that this approach reduces the execution speed of these operations.
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Type-2 Fuzzy Logic: A Historical View
Robert John,Simon Coupland +1 more
TL;DR: A historical perspective of the development of type-2 fuzzy logic is provided with a retrospective review of important developments in the field to highlight areas where the technology will have a significant role to play in the future.
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Enhanced Interval Approach for Encoding Words Into Interval Type-2 Fuzzy Sets and Its Convergence Analysis
TL;DR: This paper proposes an enhanced interval approach (EIA) and demonstrates its performance on data that are collected from a web survey and shows that the EIA converges in a mean-square sense and generally, 30 data intervals seem to be a good compromise between cost and accuracy.
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The collapsing method of defuzzification for discretised interval type-2 fuzzy sets
TL;DR: The collapsing method converts an interval type-2 fuzzy set into a type-1 representative embedded set (RES), whose defuzzified values closely approximates that of the type- 2 set.
Journal ArticleDOI
A Fast Geometric Method for Defuzzification of Type-2 Fuzzy Sets
Simon Coupland,Robert John +1 more
TL;DR: A new method for assessing the accuracy of the membership function of a type-2 fuzzy set and the differences between the new approach and type-reduction are discussed, identifying the origin of this massive improvement in execution speed.