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Stochastic Data-Driven Predictive Control: Regularization, Estimation, and Constraint Tightening

, , and . IFAC Symposium on System Identification 2024, (2024)

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Stochastic Data-Driven Predictive Control: Regularization, Estimation, and Constraint Tightening, , and . IFAC Symposium on System Identification 2024, (2024)A nonlinear functional approach to LFT model validation., and . Systems & Control Letters, 47 (1): 1-11 (2002)Uncertain Models and Robust Control (A. Weinmann)., and . SIAM Review, 36 (1): 127-128 (1994)Panel: OOP in Business., , , , , and . OOPSLA, page 377-381. ACM, (1988)SIGPLAN Notices 23(11).Modeling and validation of nonlinear feedback systems., and . Robustness in Identification and Control, volume 245 of Lecture Notes in Control and Information Sciences, page 87-101. Springer, (1998)Adaptive Model Predictive Control for Constrained MIMO Systems., , , and . ALCOSP, page 39-44. International Federation of Automatic Control, (2013)Convex characterization of robust stability analysis and control synthesis for positive linear systems., and . CDC, page 4379-4384. IEEE, (2014)BRCM Matlab Toolbox: Model generation for model predictive building control., , , , and . ACC, page 1063-1069. IEEE, (2014)Model-based identification and control of the velocity vector orientation for autonomous kites., , , and . ACC, page 2377-2382. IEEE, (2015)Optimization algorithms for nuclear norm based subspace identification with uniformly spaced frequency domain data., , , and . ACC, page 1119-1124. IEEE, (2015)