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Tree-Structured Polyhedral Invariant Set Calculations

Klintberg, Emil, 1989 (author)
Volvo Group
Nilsson, Magnus (author)
Qamcom Research And Technology AB
Gupta, Ankit, 1988 (author)
Chalmers tekniska högskola,Chalmers University of Technology
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Mårdh, Lars Johannesson (author)
Zenuity AB
Falcone, Paolo, 1977 (author)
Chalmers tekniska högskola,Chalmers University of Technology
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 (creator_code:org_t)
2020
2020
English.
In: IEEE Control Systems Letters. - 2475-1456. ; 4:2, s. 426-431
  • Journal article (peer-reviewed)
Abstract Subject headings
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  • This letter provides a description of how hierarchical dependencies between inequalities can be exploited in order to efficiently calculate polyhedral approximations of maximal robust positive invariant sets using geometrically motivated methods. Due to the hierarchical dependencies, the calculations of preimage sets and minimal representations can be alleviated. It is also shown that as a byproduct from the calculations of minimal representations, a stopping criterion is obtained, which means that the commonly used subset test is superfluous.

Subject headings

NATURVETENSKAP  -- Kemi -- Teoretisk kemi (hsv//swe)
NATURAL SCIENCES  -- Chemical Sciences -- Theoretical Chemistry (hsv//eng)
NATURVETENSKAP  -- Matematik -- Sannolikhetsteori och statistik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Probability Theory and Statistics (hsv//eng)
NATURVETENSKAP  -- Matematik -- Matematisk analys (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Mathematical Analysis (hsv//eng)

Keyword

Monitoring
Uncertainty
Computational methods
Robust control
Economic indicators
Linear parameter-varying systems.
Computational efficiency
Redundancy
Iterative algorithms
Linear systems

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art (subject category)
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