Fuzzy Inference Rule Generation Using Genetic AlgorithmVariant
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 4
Abstract
Abstract: In essence of fuzzy inference system (FIS) for classification, Genetic algorithm (GA) which is anoptimal searching technique is used for generation rules in the proposed work. This paper develops an FIS withrules generated using GA, the GA is developed with rule importance as fitness criteria. The rule importance ofeach rule is calculated by its rule support in each rule class. Encoding of rules is using the fuzzy membership setno for antecedent and consequent. Also the stopping criteria is a combination ofgenerations specified andMinimum rules fired count. The Proposed system using GA approach for rule generation giving consistentresults with optimal rules.
Authors and Affiliations
Shruti S. Jamsandekar , Ravindra R. Mudholkar
Keywords
Related Articles
- EP ID EP89625
- DOI -
- Views 140
- Downloads 0
Cryptographic Cloud Storage with Hadoop Implementation
Network Layer Attacks: Analysis & Solutions, A Survey
Abstract - An ever-existing concern is the lack of security due to the very fact that the technology is wireless and is vulnerable to security threats & attacks. Also, among the wide-spread characteristics of a CR, s...
The impact of using Gregorian calendar dates in systems that adapt localization: In the case of Ethiopia
Ethiopian calendar has 13 months in which 12 months have 30 days equal and the 13th month has 5 or 6 days length. Date is one of the inputs for web or desktop applications. Java Development Kit(JDK) and JodaTime Date Tim...
A Fuzzy & K-L Based Reduced Reference ImageQuality
Abstract: Reduced-reference (RR) image quality measures aim to predict the visual quality of distorted images with only partial information about the reference images. In this paper, in first stage uses present threshold...
Alltalk™- A Windows Phone Messenger with Cross Language Communication
Abstract:In day to day life, messengers or chatting applications provide facility for instant messaging over the internet. Exchange of messages takes place in universally used languages like English, French, etc. w...