Host: Japan Society for Fuzzy Theory and Intelligent Informatics (SOFT)
Name : 35th Fuzzy System Symposium
Number : 35
Location : [in Japanese]
Date : August 29, 2019 - August 31, 2019
The IEEE Std. 1855-2016 defines a W3C XML-based language called Fuzzy Markup Language (FML). Researchers can define fuzzy systems independent of the software. FML is composed of knowledge base and rule base. Knowledge base describes fuzzy sets. Rule base describes fuzzy rule sets. It can be defined flexibly, and in particular, the shape of membership functions can be defined by parameters easily. Besides, a program to calculate complex membership functions is provided in FML. This paper aims to introduce FML to researchers in the field of fuzzy systems and to provide a tool to define flexible membership functions. In addition, we demonstrate the effect of the tuned membership functions on the performance of fuzzy systems.
