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A study of generalized bell-shaped membership function on Mamdani fuzzy inference system for Students’ Performance Evaluation

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Tejash Umedbhai Chaudhari, Krunal Balubhai Patel and Vimal Bhikhubhai Patel *

College of Agriculture, Navsari Agricultural University, Waghai, The Dangs, Gujarat, India.

Research Article

World Journal of Advanced Research and Reviews, 2019, 03(02), 083–090
Article DOI: 10.30574/wjarr.2019.3.2.0046
DOI url: https://doi.org/10.30574/wjarr.2019.3.2.0046

Received on 15 August 2019; revised on 07 September 2019; accepted on 27 September 2019

This paper presents a Mamdani fuzzy inference system for evaluation of students’ performance based on Generalized bell-shaped membership function .   The objective of this research work is to study the control of parameter ‘b’ in the generalized bell-shaped membership function. Experimental Mamdani fuzzy inference systems will keep every condition identical except changing the parameter ‘b’ in the generalized bell-shaped membership function. Different values of parameter ‘b’ in generalized bell-shaped membership function using Mamdani fuzzy inference system have been proposed and the results are compared with a statistical tool. 

Fuzzy inference system; Mamdani fuzzy inference system; Generalized bell-shaped membership function.

https://wjarr.com/node/14114

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Tejash Umedbhai Chaudhari, Krunal Balubhai Patel and Vimal Bhikhubhai Patel. A study of generalized bell-shaped membership function on Mamdani fuzzy inference system for Students’ Performance Evaluation. World Journal of Advanced Research and Reviews, 2019, 03(02), 083–090. https://doi.org/10.30574/wjarr.2019.3.2.0046

Copyright © 2019 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution Liscense 4.0

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