Kernel Based Identification of Systems with Multiple Outputs Using Nuclear Norm Regularization

author: Tillmann Falck, Optimization in Engineering Center (OPTEC), KU Leuven
published: Aug. 26, 2013,   recorded: July 2013,   views: 3181


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This contribution introduces a novel identifi cation scheme for nonlinear systems with multiple outputs based on nuclear norm regularization. A kernel based formulation is derived in a primal-dual setting. Then the model representation in terms of the kernel function is established.

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