On the complexity of the robust stability problem for linear parameter varying systems (Q1129709)
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scientific article; zbMATH DE number 1192934
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | On the complexity of the robust stability problem for linear parameter varying systems |
scientific article; zbMATH DE number 1192934 |
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On the complexity of the robust stability problem for linear parameter varying systems (English)
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20 August 1998
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The author considers linear parameter varying systems \[ x(k+ 1)= \Biggl(A_0+ \sum^n_{i=1} r_i(k)A_i\Biggr) x(k), \] where \(\{r_i(k)\}\) is a sequence such that \(\| r_i(k)\|_\infty\leq 1\) for each \(i= 1,\dots, n\). The system is said to be stable if for each choice of the sequences \(\{r_i(k)\}\) and each initial condition the solution is bounded. The main result is that the problem of checking stability for such a system is NP-hard.
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discrete systems
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input/output stability
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computational complexity
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linear parameter varying systems
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NP-hard
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