A study of generalized bell-shaped membership function on Mamdani fuzzy inference system for Students’ Performance Evaluation
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
Publication history:
Received on 15 August 2019; revised on 07 September 2019; accepted on 27 September 2019
Abstract:
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.
. 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. Keywords:
Fuzzy inference system; Mamdani fuzzy inference system; Generalized bell-shaped membership function.
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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