Langroudi Zerafat Angiz, Madjid, Nawawi, Mohd Kamal Mohd, Khalid, Ruzelan, Mustafa, Adli, Emrouznejad, Ali, John, Robert and Kendall, Graham (2017). Evaluating decision-making units under uncertainty using fuzzy multi-objective nonlinear programming. INFOR, 55 (1), pp. 1-15.
Abstract
This paper proposes a new method to evaluate Decision Making Units (DMUs) under uncertainty using fuzzy Data Envelopment Analysis (DEA). In the proposed multi-objective nonlinear programming methodology both the objective functions and the constraints are considered fuzzy. The coefficients of the decision variables in the objective functions and in the constraints, as well as the DMUs under assessment are assumed to be fuzzy numbers with triangular membership functions. A comparison between the current fuzzy DEA models and the proposed method is illustrated by a numerical example.
Publication DOI: | https://doi.org/10.1080/03155986.2016.1240944 |
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Divisions: | College of Business and Social Sciences > Aston Business School > Operations & Information Management |
Additional Information: | This is an Accepted Manuscript of an article published by Taylor & Francis in INFOR on 14/10/16, available online: http://www.tandfonline.com/10.1080/03155986.2016.1240944 |
Uncontrolled Keywords: | fuzzy DEA,fuzzy multiobjective linear programming,membership function,possibility programming,Signal Processing,Information Systems,Computer Science Applications |
Publication ISSN: | 1916-0615 |
Last Modified: | 06 Aug 2024 07:30 |
Date Deposited: | 20 Jan 2017 08:04 |
Full Text Link: | |
Related URLs: |
http://www.scop ... tnerID=8YFLogxK
(Scopus URL) |
PURE Output Type: | Article |
Published Date: | 2017-01 |
Published Online Date: | 2016-10-14 |
Accepted Date: | 2016-09-21 |
Submitted Date: | 2015-09-01 |
Authors: |
Langroudi Zerafat Angiz, Madjid
Nawawi, Mohd Kamal Mohd Khalid, Ruzelan Mustafa, Adli Emrouznejad, Ali ( ![]() John, Robert Kendall, Graham |