Three di erent algorithms for the generation of stationary Gaussian time series with given autocorrelation function are presented in this paper. The algorithms have already been suggested in the literature but are not well known and have never been compared before. Interrelations between the di erent methods, advantages and disadvantages with respect to speed and memory requirements and the ran...