Identification of Fuzzy Rule-Based Models With Output Space Knowledge Guidance

In this article, we advocate that a knowledge tidbit residing in the output space could be helpful in improving the performance (accuracy) of the fuzzy rule-based model. It states that if two outputs are far apart from each other, it is advisable to place their corresponding inputs in different clusters when forming subspaces of the input space. Considering this k...