A regression model of the process of hydrofining of catalytically cracked light gasoline fraction, which describes the experimental data accurately, has been developed. The quantitative ratios showing the influence of the basic technological parameters on the process indices (data) have been established. The optimal values of the input variables, which allow for production of gasoline with maximum octane number and minimum sulfur content, have been determined.