Institute of Information Theory and Automation

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Bibliography

Journal Article

Prior information in structure estimation

Kárný Miroslav, Nedoma Petr, Khailova Natalia, Pavelková Lenka

: IEE Proceedings. Control Theory and Applications vol.150, 6 (2003), p. 643-653

: CEZ:AV0Z1075907

: IBS1075102, GA AV ČR, IBS1075351, GA AV ČR, GA102/03/0049, GA ČR

: prior knowledge, structure estimation, autoregressive models

: http://library.utia.cas.cz/separaty/historie/karny-0411258.pdf

(eng): The problem of a joint quantification of prior knowledge and structure estimation is solved within the dynamic exponential family of models. The result is elaborated for normal controlled autoregressive models (ARX) and illustrated on a simulated example. The problem arisen as a substantial ingredients of automatic commission of adaptive controllers that is described in a companion paper. From this perspective, the paper serves also as an illustration of technology used within this broader context.

: 09I

: BC

2019-01-07 08:39