ISSN 2394-5125
 

Review Article 


MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW

Arpit Jain, Abhinav Sharma.

Abstract
Fuzzy logic has a widespread application in industry, some of the common applications of fuzzy logic lie in the field of automobiles, consumer electronics, image processing, machine learning, and non-linear control systems to name a few. Due to this fuzzy logic has seen a lot of advancements since its introduction by Zadeh. Designing a proficient fuzzy logic control system is governed by several design parameters which include: controller architecture, fuzzification method, membership function formulation, rule base acquired from expert knowledge, inference engine, and defuzzification method. With an objective to help the first time users of the fuzzy logic system, this paper aims to provide a detailed analysis of the existing techniques utilized by researchers and industrial practitioners to design an optimum fuzzy logic system.

Key words: Fuzzy logic, Membership function, Optimization, fuzzy entropy.


 
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Pubmed Style

Arpit Jain, Abhinav Sharma. MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. JCR. 2020; 7(19): 8717-8733. doi:10.31838/jcr.07.19.980


Web Style

Arpit Jain, Abhinav Sharma. MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. http://www.jcreview.com/?mno=138147 [Access: August 17, 2021]. doi:10.31838/jcr.07.19.980


AMA (American Medical Association) Style

Arpit Jain, Abhinav Sharma. MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. JCR. 2020; 7(19): 8717-8733. doi:10.31838/jcr.07.19.980



Vancouver/ICMJE Style

Arpit Jain, Abhinav Sharma. MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. JCR. (2020), [cited August 17, 2021]; 7(19): 8717-8733. doi:10.31838/jcr.07.19.980



Harvard Style

Arpit Jain, Abhinav Sharma (2020) MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. JCR, 7 (19), 8717-8733. doi:10.31838/jcr.07.19.980



Turabian Style

Arpit Jain, Abhinav Sharma. 2020. MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. Journal of Critical Reviews, 7 (19), 8717-8733. doi:10.31838/jcr.07.19.980



Chicago Style

Arpit Jain, Abhinav Sharma. "MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW." Journal of Critical Reviews 7 (2020), 8717-8733. doi:10.31838/jcr.07.19.980



MLA (The Modern Language Association) Style

Arpit Jain, Abhinav Sharma. "MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW." Journal of Critical Reviews 7.19 (2020), 8717-8733. Print. doi:10.31838/jcr.07.19.980



APA (American Psychological Association) Style

Arpit Jain, Abhinav Sharma (2020) MEMBERSHIP FUNCTION FORMULATION METHODS FOR FUZZY LOGIC SYSTEMS: A COMPREHENSIVE REVIEW. Journal of Critical Reviews, 7 (19), 8717-8733. doi:10.31838/jcr.07.19.980