Fuzzy mathematical models for the analysis of fuzzy systems with application to liver disorders
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2014, Vol 16, Issue 5
Abstract
Abstract: The main objective of this model is to focus on how to use the model of fuzzy system to solve fuzzy mathematics problems. Some mathematical models based on fuzzy set theory, fuzzy systems and neural network techniques seem very well suited for typical technical problems. We have proposed an extension model of a fuzzy system to N-dimension, using Mamdani's minimum implication, the minimum inference system, and the singleton fuzzifier with the center average defuzzifier. Here construct two different models namely a fuzzy inference system and an adaptive fuzzy system using neural network. We have extended the theorem for accuracy of the fuzzy system to N- dimensions, and provided a medical application of the fuzzy mathematics models. Since, liver is the largest internal member in the human body, so diagnosing liver disorder disease is a high interest to researchers of the fuzzy modeling and the fuzzy system. Therefore, the fuzzy mathematical models are applied on a real data to the Liver Disorder disease. Consequently, a comparison between three models: the FS with Mamdani model, ST model, and the ANFIS is made. Therefore, we have obtained the best result with the ANFIS. Finally, the programs of these models by using MATLAB created and performed.
Authors and Affiliations
Rana Waleed Hndoosh , Sanjeev Kumar , M. S. Saroa
Keywords
Related Articles
- EP ID EP110823
- DOI -
- Views 107
- Downloads 0
Performance Analysis of Hybrid (supervised and unsupervised) method for multiclass data set
Abstract: Due to the increasing demand for multivariate data analysis from the various application the dimensionality reduction becomes an important task to represent the data in low dimensional space for the robus...
Improvement of QoS Contained by AODV Routing Protocol On the Basis of Varying Queue Length and Dynamic TTL Value in MANET
A Mobile ad-hoc network (MANET) is a network, self-configuring, proficient of self-directed functioning, quickly deployable and operates without infrastructure. MANET operates without any centralized administrati...
‘A Review Study on Future Applicability of Snake Robots in India’
Abstract: In this study we to aim to present an overview of features of snake robots and their application across various fields. Snakes is blessed with a unique feature of moving over or climbing all most all kind of te...
Object Query Optimization through Detecting Independent Sub queries
ABSTRACT: Database Switching includes execution of queries on same or different machines connected in LAN with different backend without rewriting any queries. Switching between the databases reduces the work of re...
“Software Theft Detection for JavaScript programs based ondynamic birthmark extracted from runtime heap graph”
Abstract: Software’s, programs are valuable assets to developer companies. However, the source code ofprograms can be theft and JavaScript programs whose code is easily available which is a serious threat to theind...