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Volumn , Issue , 2013, Pages 358-364

Optimal preconditioning and iteration complexity bounds for gradient-based optimization in model predictive control

Author keywords

[No Author keywords available]

Indexed keywords

GRADIENT METHODS; MATRIX ALGEBRA; NUMBER THEORY; OPTIMIZATION; PREDICTIVE CONTROL SYSTEMS;

EID: 84883532113     PISSN: 07431619     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/acc.2013.6579863     Document Type: Conference Paper
Times cited : (12)

References (16)
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  • 4
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    • Maui, HI, December
    • P. Giselsson. Execution time certification for gradient-based optimization in model predictive control. In Proceedings of the 51st IEEE Conference on Decision and Control, pages 3165-3170, Maui, HI, December 2012.
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    • Giselsson, P.1
  • 5
    • 84875216516 scopus 로고    scopus 로고
    • Accelerated gradient methods and dual decomposition in distributed model predictive control
    • P. Giselsson, M. D. Doan, T. Keviczky, B. De Schutter, and A. Rantzer. Accelerated gradient methods and dual decomposition in distributed model predictive control. Automatica, 49(3):829-833, 2013.
    • (2013) Automatica , vol.49 , Issue.3 , pp. 829-833
    • Giselsson, P.1    Doan, M.D.2    Keviczky, T.3    De Schutter, B.4    Rantzer, A.5
  • 6
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    • Approximate explicit mpc using bilevel optimization
    • Budapest, Hungary, August
    • C. N. Jones and M. Morari. Approximate Explicit MPC using Bilevel Optimization. In European Control Conference, Budapest, Hungary, August 2009.
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    • Jones, C.N.1    Morari, M.2
  • 7
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    • YALMIP : A toolbox for modeling and optimization in MATLAB
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    • (2004) Proceedings of the CACSD Conference
    • Löfberg, J.1
  • 8
    • 70349668835 scopus 로고    scopus 로고
    • Approximate primal solutions and rate analysis for dual subgradient methods
    • A. Nedic and A. E. Ozdaglar. Approximate primal solutions and rate analysis for dual subgradient methods. SIAM Journal on Optimization, 19(4):1757-1780, 2009.
    • (2009) SIAM Journal on Optimization , vol.19 , Issue.4 , pp. 1757-1780
    • Nedic, A.1    Ozdaglar, A.E.2
  • 9
    • 34548480020 scopus 로고
    • A method of solving a convex programming problem with convergence rate O (1/k2)
    • Y. Nesterov. A method of solving a convex programming problem with convergence rate O (1/k2). Soviet Mathematics Doklady, 27(2):372-376, 1983.
    • (1983) Soviet Mathematics Doklady , vol.27 , Issue.2 , pp. 372-376
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  • 11
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    • An accelerated dual gradient-projection algorithm for linear model predictive control
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    • P. Patrinos and A. Bemporad. An accelerated dual gradient-projection algorithm for linear model predictive control. In Proceedings of the 51st IEEE Conference on Decision and Control, pages 662-667, Maui, HI, December 2012.
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.