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Enhancing statistical performance of data-driven controller tuning via L2-regularization.

, and . Automatica, 50 (5): 1514-1520 (2014)

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Direct data-driven design of sparse controllers., and . ACC, page 3099-3104. IEEE, (2013)Correlation-Based Tuning of a Restricted-Complexity Controller for an Active Suspension System., , and . Eur. J. Control, 9 (1): 77-83 (2003)Correlation-based tuning of decoupling multivariable controllers., , , and . Automatica, 43 (9): 1481-1494 (2007)Optimal input design for direct data-driven tuning of model-reference controllers., , and . Automatica, 49 (6): 1874-1882 (2013)Fixed-order H∞ controller design for nonparametric models by convex optimization., and . Automatica, 46 (8): 1388-1394 (2010)Enhancing statistical performance of data-driven controller tuning via L2-regularization., and . Automatica, 50 (5): 1514-1520 (2014)A Novel Optimization Framework to Improve the Computational Cost of Muscle Activation Prediction for a Neuromusculoskeletal System., , and . Neural Computation, (2019)Fixed-order SISO controller design for H∞ loop shaping method using frequency responses., , , , and . ICIT, page 252-257. IEEE, (2015)Data-driven precompensator tuning for linear parameter varying systems., , and . CDC, page 3854-3859. IEEE, (2008)Robust loop shaping controller design for spectral models by quadratic programming., , and . CDC, page 171-176. IEEE, (2007)