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• W2894837322 abstract "This chapter focuses on switching regression for the identification of arbitrarily switched linear systems. It describes practical methods first dedicated to the minimization of the error for a fixed number of modes: the seminal algebraic approach, the continuous optimization approach, and a block-coordinate descent approach in the form of the simple but efficient k-LinReg algorithm. Then, the methods that aim at estimating the smallest number modes required to satisfy a given bound on the error are presented: the so-called bounded-error method at the origin of this viewpoint, another block-coordinate descent approach dedicated to this case, and several approaches based on sparsity arguments." @default.
• W2894837322 created "2018-10-12" @default.
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• W2894837322 date "2018-10-05" @default.
• W2894837322 modified "2023-10-09" @default.
• W2894837322 title "Estimation of Switched Linear Models" @default.
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• W2894837322 doi "https://doi.org/10.1007/978-3-030-00193-3_6" @default.
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