@misc{Miśkiewicz_Monika_Zastosowanie_2007,
 author={Miśkiewicz, Monika},
 year={2007},
 rights={Wszystkie prawa zastrzeżone (Copyright)},
 description={Prace Naukowe Akademii Ekonomicznej we Wrocławiu; 2007; nr 1189, s. 211-223},
 publisher={Wydawnictwo Akademii Ekonomicznej im. Oskara Langego we Wrocławiu},
 language={pol},
 abstract={The paper presents the new method of chaotic series prediction. This method is based on a basic characteristic of chaotic systems which is sensitive dependence upon initial conditions (SDUIC). This figures referred to as Lyapunov exponents are a measure of the SDUIC. They measure the rate of the divergence of trajectories in state space. The method involves, first, the reconstruction of a phase space using a time series and then the prediction of unknown phase space point making use of the Lyapunov exponents as a qualitative parameter. As a result of the transformation of this phase space point the predicted time series data can be obtained. Numerical examples have proved that the method is effective.},
 type={artykuł},
 title={Zastosowanie wykładników Lapunowa do prognozowania zjawisk ekonomicznych opisanych za pomocą szeregów czasowych},
}