Nonlinear dynamic system kernel based reconstruction from time series data

Lyubchyk, LeonidKolbasin, VladislavGrinberg, Galina2018-06-212018-06-212015Lyubchyk L. M. Nonlinear dynamic system kernel based reconstruction from time series data / L. M. Lyubchyk, V. A. Kolbasin, G. L. Grinberg // Problems of Decision Making under Uncertainties (PDMU–2015) : XXV International Conference, may 11-16 2015, pp. 34-35.https://repository.kpi.kharkov.ua/handle/KhPI-Press/36826A unified approach to reccurent kernel identification algorithms design is proposed. In order to fix the auxiliary vector dimension, the reduced order model kernel method is proposed and proper reccurent identification algorithms are designed.entime-series datakernel methodidentification algorithmintelligent data analysisNonlinear dynamic system kernel based reconstruction from time series dataThesishttps://orcid.org/0000-0002-0774-5414