An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection

In this paper, the Modified Technique for Order Preference by Similarity to the Ideal Solution (M-TOPSIS) model has been extended into the intuitionistic fuzzy environment. By applying the improved score function first, to represent the aggregated effect of positive and negative evaluations in the p...

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Main Authors: Aikhuele, Daniel Osezua, Faiz, Mohd Turan
Format: Article
Language:English
Published: PJSOR 2017
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Online Access:http://umpir.ump.edu.my/id/eprint/17963/1/fkp-2017-faiz-An%20Integrated%20Fuzzy%20Dephi%20and%20Interval-Valued.pdf
http://umpir.ump.edu.my/id/eprint/17963/
http://dx.doi.org/10.18187/pjsor.v13i2.1413
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spelling my.ump.umpir.179632018-02-22T06:18:45Z http://umpir.ump.edu.my/id/eprint/17963/ An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection Aikhuele, Daniel Osezua Faiz, Mohd Turan TS Manufactures In this paper, the Modified Technique for Order Preference by Similarity to the Ideal Solution (M-TOPSIS) model has been extended into the intuitionistic fuzzy environment. By applying the improved score function first, to represent the aggregated effect of positive and negative evaluations in the performance ratings of the alternatives based on interval-valued intuitionistic fuzzy set (IVIFS) data and in combination with the weighted normalized Euclidean distance for the computation of the separation measures of alternative(s) for the intuitionistic positive and negative ideal solutions. The two methods which have been used for the computation of the separation measure have been integrated using a new reflection defuzzification integration formula which has been introduced in this study. To prove the efficacy of the proposed model, the model have been applied for the evaluation and selection design concept for a new printed circuit board (PCB), and for a modified hypothetical example which is based on the selection of a preferred Naval vessel as a reference for a new design. PJSOR 2017 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/17963/1/fkp-2017-faiz-An%20Integrated%20Fuzzy%20Dephi%20and%20Interval-Valued.pdf Aikhuele, Daniel Osezua and Faiz, Mohd Turan (2017) An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection. Pakistan Journal of Statistics and Operation Research, 13 (2). pp. 425-438. ISSN 2220-5810 http://dx.doi.org/10.18187/pjsor.v13i2.1413
institution Universiti Malaysia Pahang
building UMP Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Pahang
content_source UMP Institutional Repository
url_provider http://umpir.ump.edu.my/
language English
topic TS Manufactures
spellingShingle TS Manufactures
Aikhuele, Daniel Osezua
Faiz, Mohd Turan
An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection
description In this paper, the Modified Technique for Order Preference by Similarity to the Ideal Solution (M-TOPSIS) model has been extended into the intuitionistic fuzzy environment. By applying the improved score function first, to represent the aggregated effect of positive and negative evaluations in the performance ratings of the alternatives based on interval-valued intuitionistic fuzzy set (IVIFS) data and in combination with the weighted normalized Euclidean distance for the computation of the separation measures of alternative(s) for the intuitionistic positive and negative ideal solutions. The two methods which have been used for the computation of the separation measure have been integrated using a new reflection defuzzification integration formula which has been introduced in this study. To prove the efficacy of the proposed model, the model have been applied for the evaluation and selection design concept for a new printed circuit board (PCB), and for a modified hypothetical example which is based on the selection of a preferred Naval vessel as a reference for a new design.
format Article
author Aikhuele, Daniel Osezua
Faiz, Mohd Turan
author_facet Aikhuele, Daniel Osezua
Faiz, Mohd Turan
author_sort Aikhuele, Daniel Osezua
title An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection
title_short An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection
title_full An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection
title_fullStr An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection
title_full_unstemmed An Integrated Fuzzy Dephi and Interval-Valued Intuitionistic Fuzzy M-Topsis Model for Design Concept Selection
title_sort integrated fuzzy dephi and interval-valued intuitionistic fuzzy m-topsis model for design concept selection
publisher PJSOR
publishDate 2017
url http://umpir.ump.edu.my/id/eprint/17963/1/fkp-2017-faiz-An%20Integrated%20Fuzzy%20Dephi%20and%20Interval-Valued.pdf
http://umpir.ump.edu.my/id/eprint/17963/
http://dx.doi.org/10.18187/pjsor.v13i2.1413
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score 13.211869