A Novel Approach to Type-2 Fuzzy Addition

William Blewitt; Shang-Ming Zhou; Simon Coupland

doi:10.1109/FUZZY.2007.4295581

A Novel Approach to Type-2 Fuzzy Addition

William Blewitt, Shang-Ming Zhou, Simon Coupland

De Montfort University

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding › peer-review

8 Citations (Scopus)

Abstract

In 2003, Coupland and John proposed an approach to type-2 fuzzy arithmetic using the representation theorem. While this approach was sound, it was conceded to be computationally expensive and required considerable preliminary calculations. We present a more computationally viable approach which we believe will make type-2 fuzzy logic more useful in applied scenarios.

Original language	English
Title of host publication	2007 IEEE International Fuzzy Systems Conference
Publisher	IEEE
Pages	1-6
Number of pages	6
ISBN (Print)	1-4244-1210-2
DOIs	https://doi.org/10.1109/FUZZY.2007.4295581
Publication status	Published - 27 Aug 2007
Externally published	Yes
Event	2007 IEEE International Fuzzy Systems Conference - London, United Kingdom Duration: 23 Jul 2007 → 26 Jul 2007

Conference

Conference	2007 IEEE International Fuzzy Systems Conference
Country/Territory	United Kingdom
City	London
Period	23/07/07 → 26/07/07

Keywords

Fuzzy sets
Fuzzy logic
Arithmetic
Uncertainty
Equations
Computational efficiency
Computational intelligence

Access to Document

10.1109/FUZZY.2007.4295581

Cite this

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title = "A Novel Approach to Type-2 Fuzzy Addition",

abstract = "In 2003, Coupland and John proposed an approach to type-2 fuzzy arithmetic using the representation theorem. While this approach was sound, it was conceded to be computationally expensive and required considerable preliminary calculations. We present a more computationally viable approach which we believe will make type-2 fuzzy logic more useful in applied scenarios.",

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AU - Zhou, Shang-Ming

AU - Coupland, Simon

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N2 - In 2003, Coupland and John proposed an approach to type-2 fuzzy arithmetic using the representation theorem. While this approach was sound, it was conceded to be computationally expensive and required considerable preliminary calculations. We present a more computationally viable approach which we believe will make type-2 fuzzy logic more useful in applied scenarios.

AB - In 2003, Coupland and John proposed an approach to type-2 fuzzy arithmetic using the representation theorem. While this approach was sound, it was conceded to be computationally expensive and required considerable preliminary calculations. We present a more computationally viable approach which we believe will make type-2 fuzzy logic more useful in applied scenarios.

KW - Fuzzy sets

KW - Fuzzy logic

KW - Arithmetic

KW - Uncertainty

KW - Equations

KW - Computational efficiency

KW - Computational intelligence

U2 - 10.1109/FUZZY.2007.4295581

DO - 10.1109/FUZZY.2007.4295581

M3 - Conference proceeding

SN - 1-4244-1210-2

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BT - 2007 IEEE International Fuzzy Systems Conference

PB - IEEE

T2 - 2007 IEEE International Fuzzy Systems Conference

Y2 - 23 July 2007 through 26 July 2007

ER -

A Novel Approach to Type-2 Fuzzy Addition

Abstract

Conference

Keywords

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