Title :
Fuzzy rule based networks
Author :
Gegov, Alexander
Author_Institution :
Sch. of Comput., Univ. of Portsmouth, Portsmouth, UK
Abstract :
This tutorial introduces the novel concept of a fuzzy rule based network whose nodes are fuzzy rule bases and the connections between the nodes are the interactions between these rule bases. A fuzzy network is viewed as a fuzzy system with networked rule bases as opposed to fuzzy systems with single or multiple rule bases. A comparison between different types of fuzzy systems is presented as well as formal models for fuzzy networks such as Boolean matrices, binary relations, block schemes and topological expressions.
Keywords :
Boolean functions; fuzzy set theory; Boolean matrices; binary relations; block schemes; formal models; fuzzy rule based networks; fuzzy system; multiple rule bases; single rule bases; topological expressions; complex networks; complex systems; fuzzy networks; fuzzy systems; rule based networks; rule based systems;
Conference_Titel :
Foundations of Computational Intelligence (FOCI), 2011 IEEE Symposium on
Conference_Location :
Paris
Print_ISBN :
978-1-4244-9981-6
DOI :
10.1109/FOCI.2011.5949481
