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Dokoupil, Jakub; Václavek, Pavel, E-mail: jakub.dokoupil@ceitec.vutbr.cz, E-mail: pavel.vaclavek@ceitec.vutbr.cz2015
AbstractAbstract
[en] Fundamental analysis of a multi-mode model of the atomic force microscope cantilever shows that at some points; called here singular points, the mode is vanished. Consequently, the order of the input/output behavior is reduced. The singular points can be detected comparing possible candidates on the best model order. The detection is then naturally performed by applying the Bayesian model comparison. Since the exact position of the singular points is not available a priori, an explicit model of updating the probability of tested hypotheses in time is built. More specifically, a mechanism of suppressing absolute information is suggested based on the Bayesian decision problem where the Kullback-Leibler divergence is used. (paper)
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IC-MSquare2015: 4. international conference on mathematical modeling in physical sciences; Mykonos (Greece); 5-8 Jun 2015; Available from http://dx.doi.org/10.1088/1742-6596/633/1/012057; Country of input: International Atomic Energy Agency (IAEA)
Record Type
Journal Article
Literature Type
Conference
Journal
Journal of Physics. Conference Series (Online); ISSN 1742-6596;
; v. 633(1); [4 p.]

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