RACT: Randomized algorithms control toolbox for MATLAB

IFAC Proceedings Volumes (IFAC-PapersOnline)

Volumn 17, Issue 1 PART 1, 2008, Pages

  Tremba, Andrey ^a   Calafiore, Giuseppe ^a   Dabbene, Fabrizio ^a   Gryazina, Elena ^a   Polyak, Boris T ^a   Shcherbakov, P S ^a   Tempo, Roberto ^a  

^a NONE

Author keywords

Convex optimization; Probabilistic robustness; Uncertainty descriptions

Indexed keywords

IN-CONTROL; MATLAB ENVIRONMENT; PROBABILISTIC ANALYSIS; PROBABILISTIC METHODS; PROBABILISTIC ROBUSTNESS; RANDOMIZED ALGORITHMS; ROBUST DESIGNS; ROBUSTNESS ANALYSIS; STRUCTURED UNCERTAINTIES; SYNTHESIS PROBLEMS; UNCERTAINTY DESCRIPTIONS;

CONVEX OPTIMIZATION; LINEAR CONTROL SYSTEMS; MATLAB; ROBUSTNESS (CONTROL SYSTEMS);

UNCERTAINTY ANALYSIS;

EID: 79961019332     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20080706-5-KR-1001.2339     Document Type: Conference Paper

References (15)

1. G.-Calafiore and M.C. Campi. The scenario approach to robust control design. Trans. Aut. Contr., 51:742-753, 2006.
2. G.-Calafiore and F.-Dabbene. Probabilistic and Randomized Methods for Design under Uncertainty. (Edited book) Springer-Verlag, London, 2006.
3. G.-Calafiore and B.T. Polyak. Stochastic algorithms for exact and approximate feasibility of robust LMIs. Trans. Aut. Contr., 46:1755-1759, 2001.
4. G.-Calafiore, F.-Dabbene, and R.-Tempo. A survey of randomized algorithms for control synthesis and performance verification. J. Compl., 23(3):301-316, 2007.
5. G.C. Calafiore and F.-Dabbene. Probabilistic methods in control: A tutorial. In Proc. ACC, 2007a.
6. G.C. Calafiore and F.-Dabbene. Probabilistic analytic center cutting plane method for feasibility of uncertain LMIs. Automatica, 43:2022-2033, 2007b.
7. H.-Chernoff. A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations. Annals of Mathematical Statistics, 23:493-507, 1952.
8. S.-Kanev, B.-De Schutter, and M.-Verhaegen. An ellipsoid algorithm for probabilistic robust controller design. Sys. Cont. Lett., 49:365-375, 2003.
9. J.-Lofberg. YALMIP: A toolbox for modeling and optimization in MATLAB. Proc. CACSD, 2004.
10. Y.-Oishi. Polynomial-time algorithms for probabilistic solutions of parameter-dependent linear matrix inequalities. Automatica, 43(3):538-545, 2007.
11. B.T. Polyak and R.-Tempo. Probabilistic robust design with linear quadratic regulators. Sys. Cont. Lett., 43:343-353, 2001.
12. R.-Tempo and H.-Ishii. Monte Carlo and Las Vegas randomized algorithms for systems and control: An introduction. Eur. J. Contr., 13:189-203, 2007.
13. R.-Tempo, E.-W. Bai, and F.-Dabbene. Probabilistic robustness analysis: Explicit bounds for the minimum number of samples. Sys. Cont. Lett., 30:237-242, 1997.
14. R.-Tempo, G.-Calafiore, and F.-Dabbene. Randomized Algorithms for Analysis and Control of Uncertain Systems. Springer-Verlag, London, 2005.
15. A.-Tremba, G.-Calafiore, F.-Dabbene, E.-Gryazina, B.T. Polyak, P.-Shcherbakov, and R.-Tempo. RACT - Randomized Algorithms Control Toolbox - User's Manual. 2007. URL urlhttp://ract.sourceforge.net.