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ICSES Transactions on Neural and Fuzzy Computing
Vol. 2, No. 3, Sep. 2019


Prioritized Aggregation Operators Based on Linguistic Connection Number for Multiple Attribute Group Decision-Making Under Linguistic Intuitionistic Fuzzy Environment

Original Paper
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a Thapar Institute of Engineering and Technology, Patiala, India
b Thapar Institute of Engineering & Technology, Patiala, India

 

Highlights and Novelties
1. A concept of linguistic connection number is utilized to handle the uncertainties.

2. Prioritized aggregation operators have been designed for linguistic intuitionistic fuzzy numbers.

3. Group decision making approach is presented and validate with a real-life numerical example.

4. A systematic comparison between the proposed approach results and the other papers results is made.

 

Manuscript Abstract
Linguistic intuitionistic fuzzy sets (LIFSs) accommodate more uncertainties than the intuitionistic fuzzy sets and hence its applications are more extensive. Also, prioritized operators have the advantages to assign the different priority to each number. In the present manuscript, we introduce some prioritized aggregation operators for the LIFSs, whose purpose is to diminish the influence of inevitable arguments about the decision-making process, using the connection number (CN) of the set pair analysis (SPA) theory. Associated with the operational laws of CNs, we define some new operators namely, linguistic connection number prioritized (LCNP) weighted geometric (LCNPWG) and LCN ordered weighted geometric (LCNPOWG) operator to accommodate the more information. The desirable relations and the characteristics of the proposed operators are studied in details. Furthermore, a multiple attribute group decision-making approach based on the proposed operators under the LIFSs environment is developed. Finally, an illustrative example is provided to show the practicality and the feasibility of the developed approach.

 

Keywords
 Linguistic intuitionistic fuzzy sets   Group decision-making analysis   SPA theory   Connection number   Aggregating operators. 

 

Copyright and Licence
© Copyright was transferred to International Computer Science and Engineering Society (ICSES) by all the Authors. This manuscript is published in Open-Access manner based on the copyright licence of Creative Commons Attribution Non Commercial 4.0 International (CC BY-NC 4.0).

 

Cite this manuscript as
Harish Garg, Kamal Kumar, "Prioritized Aggregation Operators Based on Linguistic Connection Number for Multiple Attribute Group Decision-Making Under Linguistic Intuitionistic Fuzzy Environment," ICSES Transactions on Neural and Fuzzy Computing, vol. 2, no. 3, pp. 1-15, Sep. 2019.

 

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Manuscript ID: 302
Pages: 1-15
Submitted: 2019-09-05
Accepted: 2019-09-07
Published: 2019-09-30


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Journal's Title
ITNFC Cover Page

Journal

ICSES Transactions on Neural and Fuzzy Computing
ISSN: 2467-296X

ISSN: 2467-296X
Frequency: Quarterly
Accessability: Online - Open Access (till 2020)
Founded in: Feb. 2018
Publisher: ICSES
DOI Suffix: 10.31424/icses.itnfc