Control of a simple non-linear system using probabilistic mixtures

0411223 - UTIA-B 20030210 RIV SK eng C - Conference Paper (international conference)
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]
R&D Projects: GA ČR GA102/03/0049; GA AV ČR IBS1075351; GA AV ČR IBS1075102
Institutional research plan: CEZ:AV0Z1075907
Keywords : probabilistic mixture * controller * fully probabilistic design
Subject RIV: BB - Applied Statistics, Operational Research
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.
Permanent Link: http://hdl.handle.net/11104/0131309