Model selection and parameter estimation of dynamical systems using a novel variant of approximate Bayesian computation

A. Ben Abdessalem,N. Dervilis,D. Wagg,K. Worden

Mechanical Systems and Signal Processing（2019）

引用 27|浏览8

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摘要

•A new algorithm called ABC-NS is proposed for approximate Bayesian computation.•The efficiency of the new algorithm is proved through different examples.•ABC-NS is used for identification of the model parameters.•ABC-NS is used for model selection in structural dynamics.

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关键词

Dynamical systems,Approximate Bayesian computation,Model selection,Nested sampling,Wire rope isolator,Nonlinearity

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