This idea was accepted by a great many researcher and in the past two or three years a large number of papers have appeared in which the fuzzy rule base and/or shape of the membership function are determined using numerical training data. Designing fuzzy logic systems using numerical training data is certainly one of the very important tasks in the area of fuzzy logic systems for transportation engineering as well.