Two problems of the optimal damping of skis with the use of an improved genetic algorithm (GA) are presented. The first problem is the optimal location of viscoelastic constrained layers; the second problem is the optimization of the stacking sequence with or without variable layer thicknesses. It is demonstrated that the GA is a very attractive and powerful method for these problems in which the objective function has no derivatives and several optimal solutions simultaneously exist.