EN
The paper presents the optimization of securities portfolio. Taking into account level of acceptance α for fixed Value at Risk the optimization concerns the portfolio structure. The paper proposes a modeling of the memory effect using the multi-state Markov process where the state is determined by the sign of the last historical growth rate.