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Data-Driven Discovery of Block-Oriented Nonlinear Models Using Sparse Null-Subspace Methods.

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0 Published in 2020 at "IEEE transactions on cybernetics"

DOI: 10.1109/tcyb.2020.3015705

Abstract: This article develops an identification algorithm for nonlinear systems. Specifically, the nonlinear system identification problem is formulated as a sparse recovery problem of a homogeneous variant searching for the sparsest vector in the null subspace.… read more here.

Keywords: discovery block; block oriented; subspace; driven discovery ... See more keywords