The article presents principles of optimizing the parameters of structural elements Geffe generator. The quality of this optimization is confirmed by statistical tests package NIST STS. The article provides methodology for research into the settings of the output signals of the Poisson pulse sequence generators using Pearson’s chi-squared test.