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Structure Exploitat...
Structure Exploitation in Semi-Definite Programs for Systems Analysis
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- Harju Johansson, Janne, 1980- (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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- Hansson, Anders, 1964- (författare)
- Linköpings universitet,Reglerteknik,Tekniska högskolan
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(creator_code:org_t)
- Linköping : Linköping University Electronic Press, 2008
- 2008
- Engelska.
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Serie: LiTH-ISY-R, 1400-3902 ; 2837
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Ingår i: Proceedings of the 17th IFAC World Congress. - Linköping : Linköping University Electronic Press. ; , s. 10045-10050
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Abstract
Ämnesord
Stäng
- A wide variety of problems involving analysis of systems can be rewritten as a semidefinite program. When solving these problems optimization algorithms are used. Large size makes the problems unsolvable in practice and computationally more effective solvers are needed. This paper investigates how to exploit structure and problem knowledge in some control applications. It is shown that inexact search directions are useful to reduce the computational burden and that operator formalism can be utilized to derive tailored calculations.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Reglerteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Control Engineering (hsv//eng)
Nyckelord
- Optimization
- Linear matrix inequalities
- Semidefinite programming
- Interior-point methods
- Iterative methods
- TECHNOLOGY
- TEKNIKVETENSKAP
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)