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32953

Analogy between Arithmetic Fuzzy Logic-based Representation Approach and Conventional Fuzzy Theory for Modeling and Optimization in Fully Fuzzy Environment

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Last updated: 22 Jan 2023

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Abstract

This paper presents further development of the arithmetic fuzzy logic-based representation. The concept was originally proposed by Gabr and Dorrah for linear and nonlinear system using the notion of the normalized fuzzy matrices. The investigation is based on the dual cell representation, expressed by replacing each parameter with a pair of parentheses, the first is the actual value and the second is corresponding fuzzy level. The analogy of the proposed Arithmetic Fuzzy Logic-based Representation technique with the Conventional Fuzzy Theory are derived for various cases of operations of
addition, subtraction, multiplication and division. It is shown that the suggested approach is identical to that of the conventional fuzzy theory for addition operations and gives average weighted fuzziness interval results of the subtraction operations. Moreover, it yields similar results of multiplications and divisions operations after ignoring the second order relative variations terms. Finally, the suggested approach is demonstrated to offer additional advantages of linearity, reversibility, simplicity, and applicability.

DOI

10.21608/iceeng.2010.32953

Keywords

Conventional Fuzzy Theory, Fuzzy-based Logic Algebra, Normalized Fuzzy Matrices, Arithmetic Fuzzy Logic-based Representation

Authors

First Name

Walaa

Last Name

Gabr

MiddleName

Ibrahim Mahmoud

Affiliation

Egyptian Holding Company of Electricity, Ministry of Electricity and Energy, Abbassia Square, Cairo, Egypt.

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Volume

7

Article Issue

7th International Conference on Electrical Engineering ICEENG 2010

Related Issue

5537

Issue Date

2010-05-01

Receive Date

2019-05-23

Publish Date

2010-05-01

Page Start

1

Page End

10

Print ISSN

2636-4433

Online ISSN

2636-4441

Link

https://iceeng.journals.ekb.eg/article_32953.html

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https://iceeng.journals.ekb.eg/service?article_code=32953

Order

14

Type

Original Article

Type Code

833

Publication Type

Journal

Publication Title

The International Conference on Electrical Engineering

Publication Link

https://iceeng.journals.ekb.eg/

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Article

Created At

22 Jan 2023