%0 Journal Article
%T Mediative Sugeno¡¯s-TSK Fuzzy Logic Based Screening Analysis to Diagnosis of Heart Disease
%A Nitesh Dhiman
%A Mukesh Kumar Sharma
%J Applied Mathematics
%P 448-467
%@ 2152-7393
%D 2019
%I Scientific Research Publishing
%R 10.4236/am.2019.106032
%X Fuzzy logic is an approach which deals with the incomplete information to handle the imperfect knowledge. In the present research paper we have proposed a new approach that can handle the imperfect knowledge, in a broader way that we will consider the unfavourable case also as the intuitionistic fuzzy logic does. The mediative fuzzy logic is an extensive approach of intuitionistic fuzzy logic, which provides a solution, when there is a contradiction in the expert knowledge for favourable as well as unfavourable cases. The purpose of the present paper is to design a mediative fuzzy inference system based Sugeno-TSK model for the diagnosis of heart disease. Our proposed method is the extension of Sugeno-TSK fuzzy logic controller in the form of Sugeno-TSK mediative fuzzy logic controller.
%K Fuzzy Logic
%K Intuitionistic Fuzzy Logic
%K Mediative Fuzzy Logic
%K Sugeno¡¯s Fuzzy Controller
%K Fuzzy Rule
%K Firing Level
%K Heart Disease
%U http://www.scirp.org/journal/PaperInformation.aspx?PaperID=93193