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      선형행렬부등식을 이용한 정적출력궤환 제어기 설계 = Design of a Static Output Feedback Stabilization Controller by Solving a Rank-constrained LMI Problem

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      https://www.riss.kr/link?id=A104287083

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      다국어 초록 (Multilingual Abstract)

      This paper presents an iterative linear matrix inequality (LMI) approach to the design of a static output feedback (SOF) stabilization controller. A linear penalty function is incorporated into the objective function for the non-convex rank constraint so that minimizing the penalized objective function subject to LMIs amounts to a convex optimization problem. Hence, the overall procedure results in solving a series of semidefinite programs (SDPs). With an increasing sequence of the penalty parameter, the solution of the penalized optimization problem moves towards the feasible region of the original non-convex problem. The proposed algorithm is, therefore, convergent. Extensive numerical experiments are peformed to illustrate the proposed algorithm.
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      This paper presents an iterative linear matrix inequality (LMI) approach to the design of a static output feedback (SOF) stabilization controller. A linear penalty function is incorporated into the objective function for the non-convex rank constraint...

      This paper presents an iterative linear matrix inequality (LMI) approach to the design of a static output feedback (SOF) stabilization controller. A linear penalty function is incorporated into the objective function for the non-convex rank constraint so that minimizing the penalized objective function subject to LMIs amounts to a convex optimization problem. Hence, the overall procedure results in solving a series of semidefinite programs (SDPs). With an increasing sequence of the penalty parameter, the solution of the penalized optimization problem moves towards the feasible region of the original non-convex problem. The proposed algorithm is, therefore, convergent. Extensive numerical experiments are peformed to illustrate the proposed algorithm.

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      참고문헌 (Reference)

      1 J. Lofberg, "YALMIP 3"

      2 J. F. Sturm, "Using SEDUMI 1.02, a MATLAB toolbox for optimization over symmetric cones"

      3 T. Iwasaki, "The dual iteration for fixed order con- trol" 44 (44): 783-788, 1999.

      4 T. Iwasaki, "The XY-centering algorithm for the dual LMI problem a new approach to fixed order control design International Journal of Control" 62 (62): 1257-1272, 1995.

      5 V. L. Syrmos, "Static output feedback-a survey" 33 (33): 125-137, 1997.

      6 Y. Y. Cao, "Static output feedback stabilization" 34 (34): 1641-1645, 1998.

      7 D. Noll, M. Torki, "Partially aug- mented Lagrangian method for matrix inequalities constraints"

      8 M. C. de Oliveira, "Numerical comparison of output feedback design methods" 72-76, 1997.

      9 R. A. Horn, "Matrix Analysis" Cambridge University Press 1986.

      10 K. M. Grigoriadis, "Low order control design for LMI problems using alternating projection methods" 32 (32): 1117-1125, 1996.

      1 J. Lofberg, "YALMIP 3"

      2 J. F. Sturm, "Using SEDUMI 1.02, a MATLAB toolbox for optimization over symmetric cones"

      3 T. Iwasaki, "The dual iteration for fixed order con- trol" 44 (44): 783-788, 1999.

      4 T. Iwasaki, "The XY-centering algorithm for the dual LMI problem a new approach to fixed order control design International Journal of Control" 62 (62): 1257-1272, 1995.

      5 V. L. Syrmos, "Static output feedback-a survey" 33 (33): 125-137, 1997.

      6 Y. Y. Cao, "Static output feedback stabilization" 34 (34): 1641-1645, 1998.

      7 D. Noll, M. Torki, "Partially aug- mented Lagrangian method for matrix inequalities constraints"

      8 M. C. de Oliveira, "Numerical comparison of output feedback design methods" 72-76, 1997.

      9 R. A. Horn, "Matrix Analysis" Cambridge University Press 1986.

      10 K. M. Grigoriadis, "Low order control design for LMI problems using alternating projection methods" 32 (32): 1117-1125, 1996.

      11 M. Fazel H. Hindi, "Log-det heuristic for matrix rank minimization with application to Hankel and euclidean distance matrices" 2156-2162, 2003.

      12 D. G. Luenberger, "Linear and Nonlinear Programming" 1982.

      13 J. C. Geromel, "LMI numerical solution for output feedback stabilization" 40-44, 1994.

      14 M. Mesbahi, "A semi-definite programming solution of the least order dynamic output feedback synthesis problem" 1851-1856, 1999.

      15 K. C. Goh, "A global optimization approach for the BMI problem" 2009-2114, 1994.

      16 L. El Ghaoui, "A cone complementarity linearization algorithm for static output feedback and related problems" 42 (42): 1171-1176, 1997.

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      연월일 이력구분 이력상세 등재구분
      2007-01-01 평가 학술지 통합(등재유지)
      2006-01-01 평가 등재학술지 유지(등재유지) KCI등재
      2004-01-01 평가 등재학술지 유지(등재유지) KCI등재
      2001-07-01 평가 등재학술지 선정(등재후보2차) KCI등재
      1999-01-01 평가 등재후보학술지 선정(신규평가) KCI등재후보
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