Author(s): Chandrasekar Ravi, Neelu Khare

Email(s): chandrasekar.r@vit.ac.in

DOI: 10.5958/0974-360X.2016.00247.X   

Address: Chandrasekar Ravi, Neelu Khare
School of Information Technology and Engineering, VIT University, Vellore, India
*Corresponding Author

Published In:   Volume - 9,      Issue - 8,     Year - 2016


ABSTRACT:
Fuzzy Rule Based Classification systems (FRBCs) have received significant attention among the researchers due to the good behaviour in the real time databases. An important issue in the design of fuzzy rule-based classification system is the optimized generation of fuzzy if-then rules and the membership functions. The inductive learning of fuzzy rule classifier suffers in rule generation and rule optimization when the search space or variables becomes high. This creates the new idea of making the fuzzy system with precise rules leading to less scalability and improved accuracy. Accordingly, different approaches have been presented in the literature for optimal finding of fuzzy rules using optimization algorithms. Among the different techniques available in the literature, choosing the type, number of membership functions and defining parameters of membership function are still challenging tasks. In this paper, the optimization algorithms for optimal design of membership function and optimal rule generation are reviewed.


Cite this article:
Chandrasekar Ravi, Neelu Khare. Review of Fuzzy Rule Based Classification systems. Research J. Pharm. and Tech 2016; 9(8):1299-1302. doi: 10.5958/0974-360X.2016.00247.X


Recomonded Articles:

Author(s): U.S Mahadeva Rao, Khamsah Suryati Mohd, Abdurrazaq Muhammad, Bashir Ado Ahmad, Mohaslinda Mohamad, Rosmawati Mat Ali

DOI: Not Available         Access: Open Access Read More

Author(s): Meenakshi K, Safa M, Karthick T, Sivaranjani N

DOI: 10.5958/0974-360X.2017.00253.0         Access: Open Access Read More

Author(s): K. Gnanaprakash, K.B. Chandhra Shekhar, C. Madhu Sudhana Chetty

DOI: Not Available         Access: Open Access Read More

Author(s): Mahadeva Rao U.S., Suganya M. Utharkar, C. Shanmuga Sundaram

DOI: 10.5958/0974-360X.2015.00307.8         Access: Open Access Read More

Author(s): R. Pandian , Lalitha Kumari

DOI: 10.5958/0974-360X.2016.00471.6         Access: Open Access Read More

Author(s): Loveleen Preet Kaur, Rajeev Garg, GD Gupta

DOI: Not Available         Access: Open Access Read More

Author(s): Ashika Rachael Samuel, Giffrina Jeyaraj

DOI: 10.5958/0974-360X.2015.00210.3         Access: Open Access Read More

Author(s): A Pavan Kumar, J Satyanaryana, V Sai Kishore, TE Gopala Krishna Murthy

DOI: Not Available         Access: Open Access Read More

Author(s): A.Manimaran, V.M. Chandrasekaran, B. Praba

DOI: 10.5958/0974-360X.2016.00032.9         Access: Open Access Read More

Author(s): Sonali Kashyap, Shikhar Bajaj, Jabanjalin Hida

DOI: 10.5958/0974-360X.2017.00362.6         Access: Open Access Read More

Author(s): Pradeep Kumar Samal, Shani Sharaf, N.R. Beck, J.S. Dangi

DOI: Not Available         Access: Open Access Read More

Author(s): P. Grace Kanmani Prince, Rani Hemamalini, U. Anitha, J. Premalatha, K. Sudheera

DOI: 10.5958/0974-360X.2017.00613.8         Access: Open Access Read More

Author(s): Asija Rajesh, Patel Pinkesh, Asija Sangeeta

DOI: Not Available         Access: Open Access Read More

Author(s): Harsha. L, Anand S

DOI: 10.5958/0974-360X.2016.00364.4         Access: Open Access Read More

Author(s): Sung-Hyun Ryu, Sang-Hyun Choi

DOI: 10.5958/0974-360X.2017.00410.3         Access: Open Access Read More

Author(s): Kute Chaitrali, Dev Asish, Rathod Sudha, Qureshi Altamash

DOI: Not Available         Access: Open Access Read More

Author(s): Madan Ranjit Pusapati, Girijasankar Guntuku, Ankamma Chowdary Yarlagadda, Gollapalli Nagaraju, M. Soumya, T.B.V. Lakshmi

DOI: Not Available         Access: Open Access Read More

Research Journal of Pharmacy and Technology (RJPT) is an international, peer-reviewed, multidisciplinary journal.... Read more >>>

RNI: CHHENG00387/33/1/2008-TC                     
DOI: 10.5958/0974-360X 

0.38
2018CiteScore
 
56th percentile
Powered by  Scopus


SCImago Journal & Country Rank


Recent Articles




Tags