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Control of a simple non-linear system using probabilistic mixtures
- 1.0411223 - UTIA-B 20030210 RIV SK eng C - Konferenční příspěvek (zahraniční konf.)
Andrýsek, Josef
Control of a simple non-linear system using probabilistic mixtures.
Bratislava: Slovak University of Technology, 2003. ISBN 80-227-1902-1. In: Proceedings of the 14th International Conference on Process Control 2003. - (Mikleš, J.; Dvoran, J.; Fikar, M.), s. 1-6
[International Conference on Process Control 2003 /14./. Štrbské pleso (SK), 08.06.2003-11.06.2003]
Grant CEP: GA ČR GA102/03/0049; GA AV ČR IBS1075351; GA AV ČR IBS1075102
Výzkumný záměr: CEZ:AV0Z1075907
Klíčová slova: probabilistic mixture * controller * fully probabilistic design
Kód oboru RIV: BB - Aplikovaná statistika, operační výzkum
http://library.utia.cas.cz/prace/20030210.pdf
The paper shows application of a new mixture-based approach to control on a simple non-linear system. The general algorithm can be described in 3 steps. First the probabilistic mixture model must be obtained from the process data. Second, the desired values on the system must be convert to the form of probabilistic density function (pdf). Then the approximation of fully probabilistic design is performed, which results into the pdf describing the control variables.
Trvalý link: http://hdl.handle.net/11104/0131309
Počet záznamů: 1