Evolving fuzzy clusters
David B. Fogel, Patrick K. Simpson · 2002
An alternate training technique for the fuzzy min-max clustering neural network is introduced. The original fuzzy min-max clustering neural network utilized an algorithm similar to leader clustering and adaptive resonance theory to place hyperboxes in the pattern space. An alternative clustering technique is introduced, which utilizes evolutionary programming and information criteria to produce a set of hyperboxes.>