Hierarchical Bidirectional Fuzzy Rule Interpolation and Rule Base Refinement

For many practical intelligent decision-making applications, the “curse of dimensionality” is a serious problem; that is, the number of rules increases exponentially along with the number of input variables to the fuzzy inference system (Raju G, Zhou J, Roger A (1991) Int J Control 54(5):1201–1216 [1]).