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Titlebook: Learning, Control and Hybrid Systems; Festschrift in honor Yutaka Yamamoto,Shinji Hara Conference proceedings 1999 Springer-Verlag London 1

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Overview of complexity and decidability results for three classes of elementary nonlinear systems,le for three classes of discrete time nonlinear systems. In each case, we draw the line between the problems that are unsolvable, those that are NP-hard, and those for which polynomial time algorithms are known.
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Identification of complex systems, model should be selected from data. We will demonstrate this paradigm on the class of linear time-invariant stable systems and give an overview of the available results concerning input design, consistency, error bounds, and sample complexity.
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