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Published in: Soft Computing 3/2020

15-05-2019 | Methodologies and Application

A novel WASPAS approach for multi-criteria physician selection problem with intuitionistic fuzzy type-2 sets

Authors: Pratibha Rani, Arunodaya Raj Mishra, Kamal Raj Pardasani

Published in: Soft Computing | Issue 3/2020

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Abstract

Due to innovative and practical technology, the selection of a right physician is an important issue for patients. However, uncertainty and vagueness frequently arise during the process of selecting physicians. Intuitionistic fuzzy type-2 sets (IFT2Ss) (recently named as Pythagorean fuzzy sets) provide an important tool to handle the uncertainty arises in real-life decision-making problems. This paper presents an extended weighted aggregated sum product assessment (WASPAS) method based on novel information measures (entropy and divergence measures) and operators under IFT2Ss context. In the proposed WASPAS method, entropy and divergence measure-based formula is developed to find the criteria weights. For this, several intuitionistic fuzzy entropy and divergence measures are developed for IFT2Ss. To increase the stability of the proposed methodology, the criteria’s weights are calculated in the form of objective and subjective weights. Further, to reveal the applicability and effectiveness of proposed method, an uncertain multi-criteria decision-making problem of physician selection is executed with intuitionistic fuzzy information of second type. Finally, the validity of the proposed method is implemented by comparison with existing methods and sensitivity analysis and also proves that the proposed method is valid and feasible in the physician selection processes with information given in intuitionistic fuzzy type-2 numbers (IFT2Ns).

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Metadata
Title
A novel WASPAS approach for multi-criteria physician selection problem with intuitionistic fuzzy type-2 sets
Authors
Pratibha Rani
Arunodaya Raj Mishra
Kamal Raj Pardasani
Publication date
15-05-2019
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 3/2020
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-019-04065-5

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