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Soft Computing
Published in: Soft Computing 18/2019

07-09-2018 | Methodologies and Application

Development of intuitionistic fuzzy data envelopment analysis models and intuitionistic fuzzy input–output targets

Authors: Alka Arya, Shiv Prasad Yadav

Published in: Soft Computing | Issue 18/2019

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Abstract

In this paper, we develop intuitionistic fuzzy data envelopment analysis (IFDEA) and dual IFDEA (DIFDEA) models based on \(\alpha \)- and \(\beta \)-cuts. We determine intuitionistic fuzzy (IF) efficiencies based on \(\alpha \)- and \(\beta \)-cuts. We develop an IF correlation coefficient (IFCC) between IF variables to validate the DIFDEA models. We propose an index ranking approach to rank the decision making units (DMUs). Also, we propose an approach to find the IF input–output targets which help to make inefficient DMUs as efficient DMUs in IF environment. Finally, an example and a health sector application are presented to illustrate and compare the proposed methods.
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Metadata
Title
Development of intuitionistic fuzzy data envelopment analysis models and intuitionistic fuzzy input–output targets
Authors
Alka Arya
Shiv Prasad Yadav
Publication date
07-09-2018
Publisher
Springer Berlin Heidelberg
Published in
Soft Computing / Issue 18/2019
Print ISSN: 1432-7643
Electronic ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3504-3

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