Evolutionary multi-objective optimization for evolving hierarchical fuzzy system

Multi-agent architecture for Multi‐objective optimization of Flexible Neural Tree

“…In the different tests, we compared our model with other kind of classifiers like SVM [ [43] and Fuzzy system HFBFS [44]. It resulted in a satisfactory improvement with range around 3% with Leukemia dataset, between 4% and 6% with Lymphoma dataset, between 0.3% and 8% with lung cancer dataset, and more than 10% with Colon cancer dataset.…”

A Multi-Agent Architecture for the Design of Hierarchical Interval Type-2 Beta Fuzzy System

“…Recently, hierarchical fuzzy design has attracted increasing attentions and many works have been proposed to build or to optimize these systems [16][17][18][19][20][21][22]. However, most of the existing hierarchical systems employed type-1 fuzzy models.…”