@misc{Owsiński_Jan_Wojciech_Automatyka,_2002, author={Owsiński, Jan Wojciech}, copyright={Creative Commons Attribution BY 4.0 license}, address={Warszawa}, journal={Książka = Book}, howpublished={online}, year={2002}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, abstract={The paper deals with one of the toughest problems in data analysis: given a set of observations we suppose they were generated by a set of different processes, to which different models correspond. We must, therefore, simultaneously split the set of observation into subsets corresponding to different models, and identify these models. In this formulation the problem has not found any satisfactory solution to date, except for the very special cases ( single dimension or "brute force" applicability). The paper presents the questions encountered, some formulations and approaches used, and a positive proposal for at least one of the aspects of the overall problem, related to the objective Junction, which displays the feature of globality, that is - implication of a globally optimal solution to the problem. For the sake of shortness the respective problems and issues will just be signalled, with the detailed considerations left to more technical publications.}, title={Automatyka, sterowanie, zarządzanie : książka jubileuszowa z okazji 70-lecia urodzin profesora Kazimierza Mańczaka * Identyfikacja modeli względem skupień : co zaszło podczas ostatnich 20 lat?}, type={Text}, URL={http://rcin.org.pl/Content/206703/PDF/KS-2002-01-P20.pdf}, }