A Neutrosophic-Based Approach in Data Envelopment Analysis with Undesirable Outputs
Joint Authors
Mao, Xinna
Guoxi, Zhao
Fallah, Mohammad
Edalatpanah, S. A.
Source
Mathematical Problems in Engineering
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-07-13
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Data Envelopment Analysis is one of the paramount mathematical methods to compute the general performance of organizations, which utilizes similar sources to produce similar outputs.
Original DEA schemes involve crisp information of inputs and outputs that may not always be accessible in real-world applications.
Nevertheless, in some cases, the values of the data are information with indeterminacy, impreciseness, vagueness, inconsistent, and incompleteness.
Furthermore, the conventional DEA models have been originally formulated solely for desirable outputs.
However, undesirable outputs may additionally be present in the manufacturing system, which wishes to be minimized.
To tackle the mentioned issues and in order to obtain a reliable measurement that keeps original advantage of DEA and considers the influence of undesirable factors under the indeterminate environments, this paper presents a neutrosophic DEA model with undesirable outputs.
The recommended technique is based on the aggregation operator and has a simple construction.
Finally, an example is given to illustrate the new model and ranking approach in details.
American Psychological Association (APA)
Mao, Xinna& Guoxi, Zhao& Fallah, Mohammad& Edalatpanah, S. A.. 2020. A Neutrosophic-Based Approach in Data Envelopment Analysis with Undesirable Outputs. Mathematical Problems in Engineering،Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1200646
Modern Language Association (MLA)
Mao, Xinna…[et al.]. A Neutrosophic-Based Approach in Data Envelopment Analysis with Undesirable Outputs. Mathematical Problems in Engineering No. 2020 (2020), pp.1-8.
https://search.emarefa.net/detail/BIM-1200646
American Medical Association (AMA)
Mao, Xinna& Guoxi, Zhao& Fallah, Mohammad& Edalatpanah, S. A.. A Neutrosophic-Based Approach in Data Envelopment Analysis with Undesirable Outputs. Mathematical Problems in Engineering. 2020. Vol. 2020, no. 2020, pp.1-8.
https://search.emarefa.net/detail/BIM-1200646
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1200646