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This paper proposes an adaptive elastic net for sparse high-dimension regression by incorporating the adaptive penalty mechanism into the elastic net. Under a partial orthogonality condition, the initial univariate regression estimator is shown to be zero-consistent, based on which the consistent variable selection and the asymptotic estimation normality is obtained. In addition, the controllable...
This letter introduces hybrid feedback control scheme to design controller for the synchronization of complex delayed dynamical networks. Based on Lyapunov stability theory, hybrid feedback controller and synchronization criteria are designed. Compared with the existing results, our synchronization strategy is still useful when the existing synchronization methods become invalid. Moreover, it is very...
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