Robust propagation of probability boxes by interval predictor models
Sign Up to like & getrecommendations! Published in 2020 at "Structural Safety"
DOI: 10.1016/j.strusafe.2019.101889
Abstract: Abstract This paper proposes numerical strategies to robustly and efficiently propagate probability boxes through expensive black box models. An interval is obtained for the system failure probability, with a confidence level. The three proposed algorithms… read more here.
Keywords: interval predictor; probability; robust propagation; probability boxes ... See more keywords
Structure selection based on interval predictor model for recovering static non-linearities from chaotic data
Sign Up to like & getrecommendations! Published in 2018 at "Iet Control Theory and Applications"
DOI: 10.1049/iet-cta.2017.1033
Abstract: This study introduces a method of structure selection based on interval predictor model (IPM) and sum of squares formulation. The main contribution is to provide polynomial identified models that can recover static non-linearities from chaotic… read more here.
Keywords: interval predictor; selection based; based interval; structure ... See more keywords