Evolutionary algorithm determining defuzzyfication operators

The space of ordered fuzzy numbers (OFN) that make possible to deal with fuzzy inputs quantitatively, exactly in the same way as with real numbers, is shortly presented. For defuzzyfication operators which play the main role in dealing with fuzzy controllers and fuzzy inference systems, an approximation formula is given and then a dedicated evolutionary algorithm is presented.