Mediative Sugeno’s-TSK Fuzzy Logic Based Screening Analysis to Diagnosis of Heart Disease

• 作者: Mukesh Kumar Sharma Nitesh Dhiman
• 来源期刊: 应用数学(英文)
• 学科: 工学
• 关键词: FUZZY LOGIC Intuitionistic FUZZY LOGIC Mediative FUZZY LOGIC Sugeno’s FUZZY Controller FUZZY RULE FIRING Level Heart Disease
• 年，卷（期）: 2019,（6）
• 页码范围: 448-467
• 页数: 20页
• 分类号: TP2

摘要

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.