We consider one generalization of functions, which are called as «binary self-similar functi- ons» by Bl. Sendov. In this paper, we analyze the connections object study with well known classes fractal geometry numerical series, distributions random variables independent digits two-symbol $Q_2$-representation, theory fractals. Structural, variational, integral, differential and properties studied...