In this paper, on the basis of fuzzy set theory the classification and the prediction of solar cycles are discussed. By using the method of fuzzy cluster analysis, a prediction for the 22nd solar cycle has been made. The results are as follows:The length of the declining time for the 21st cycle is 8 or 9 years; the begining time for the 22nd cycle is the year 1987 or 1988; the first minimum of the year, s mean value of the relative number is 4.3; the length of the ascending duration for the 22nd cycle is 4 years; the maxima of the year, s mean value of the relative number is 118.9; the length of the declining duration for the 22nd cycle is 6.5 or 8 years.