Welcome, Guest . Login . Türkçe
Where Am I: Ninova / Courses / Institute of Science and Technology / MTO 604E / Course Informations

Course Information

Course Name
Turkish Lineer Olmayan Zaman Serileri Analizi
English Nonlinear Time Series Analysis
Course Code
MTO 604E Credit Lecture
Semester 2
3 3 - -
Course Language English
Course Coordinator Kasım Koçak
Course Objectives The main purpose of this course is to reconstruct the phase space by using a time series in order to estimate the underlying dynamics that produces the time series in question.
Course Description Dynamical systems and chaos. Characterization of dynamical systems: Autocorrelation function, Mutual information function, power spectrum, Lyapunov exponents, Poincaré section, fractal dimensions. Dimension algorithms. Determinism in time series: Reconstruction of phase space, choosing delay time, determination of embedding and attractor dimensions. Noise reduction in phase space. Prediction of chaotic time series. Reconstruction of differential equations from time series.
Course Outcomes
Required Facilities
Other References
Courses . Help . About
Ninova is an ITU Office of Information Technologies Product. © 2024