Fuzzy logic decision support system for hospital employee performance evaluation with maple implementation

Joint Authors

Thota, Srinivasarao
Derebew, Bizuwork
Asfetsami, Tezamed
Shanmugasundaram, P.

Source

Arab Journal of Basic and Applied Sciences

Issue

Vol. 28, Issue 1 (31 Dec. 2021), pp.73-79, 7 p.

Publisher

University of Bahrain College of Science

Publication Date

2021-12-31

Country of Publication

Bahrain

No. of Pages

7

Main Subjects

Mathematics

Abstract EN

In any organization, the capability, knowledge and skills play a significant role in success of an employee.

For instant, in hospital management, the performance evaluation of an employee is mainly based on qualitative in nature.

Evaluation of certain factors such as uncertainty, vagueness and imprecision is based on the decision making ability of the evaluator.

The performance evaluation for promotion, incentives, bonuses, growth and development of any employee should be recognized in effective and efficiency manner with appropriate ratings.

Therefore, this paper aims to design and implement a multi criteria performance evaluation for hospital employees to get promotion, incentives, bonus, growth and development.

In this paper, we propose an Interval Valued Fuzzy Weighted Distance Algorithm (IVFWDA) for performance evaluation.

The expected interval and the actual interval of the work achievement, management skill, personal quality, care, safety and risk management features are extracted by Interval Valued Fuzzy Soft Matrix (IVFSM) and it is effectively done using the proposed algorithm.

An example is presented as a case study to illustrate the proposed algorithm.

Implementation of the proposed algorithm in Maple is also discussed with sample computations.

American Psychological Association (APA)

Derebew, Bizuwork& Thota, Srinivasarao& Shanmugasundaram, P.& Asfetsami, Tezamed. 2021. Fuzzy logic decision support system for hospital employee performance evaluation with maple implementation. Arab Journal of Basic and Applied Sciences،Vol. 28, no. 1, pp.73-79.
https://search.emarefa.net/detail/BIM-1340612

Modern Language Association (MLA)

Shanmugasundaram, P.…[et al.]. Fuzzy logic decision support system for hospital employee performance evaluation with maple implementation. Arab Journal of Basic and Applied Sciences Vol. 28, no. 1 (2021), pp.73-79.
https://search.emarefa.net/detail/BIM-1340612

American Medical Association (AMA)

Derebew, Bizuwork& Thota, Srinivasarao& Shanmugasundaram, P.& Asfetsami, Tezamed. Fuzzy logic decision support system for hospital employee performance evaluation with maple implementation. Arab Journal of Basic and Applied Sciences. 2021. Vol. 28, no. 1, pp.73-79.
https://search.emarefa.net/detail/BIM-1340612

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references : p. 78-79

Record ID

BIM-1340612