Confidence-based Contractor, Propagation and Potential Clouds for Differential Equations
Keyword(s):
A novel interval contractor based on the confidence assigned to a random variable is proposed in this paper. It makes possible to consider at the same time an interval in which the quantity is guaranteed to be, and a confidence level to reduce the pessimism induced by interval approach. This contractor consists in computing a confidence region. Using different confidence levels, a particular case of potential cloud can be computed. As application, we propose to compute the reachable set of an ordinary differential equation under the form of a set of confidence regions, with respect to confidence levels on initial value.
2021 ◽
2021 ◽
Vol 102
(2)
◽
pp. 16-24
2020 ◽
Vol 0
(0)
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1982 ◽
Vol 37
(8)
◽
pp. 830-839
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