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Volumn 55, Issue 11, 2010, Pages 2500-2510

LMI techniques for optimization over polynomials in control: A survey

Author keywords

Control system; linear matrix inequality (LMI); optimization; polynomial; positivity

Indexed keywords

CONVEX OPTIMIZATION PROBLEMS; ESSENTIAL PROBLEMS; GENETIC REGULATORY NETWORKS; IN-CONTROL; LINEAR MATRIX INEQUALITY (LMI); LINEAR MATRIX INEQUALITY TECHNIQUES; LMI TECHNIQUES; MATRIX DILATION; NONCONVEX; OPTIMIZATION PROBLEMS; POSITIVITY; POSITIVSTELLENSATZ; SUM OF SQUARES; TIME-DELAY SYSTEMS;

EID: 77957703812     PISSN: 00189286     EISSN: None     Source Type: Journal    
DOI: 10.1109/TAC.2010.2046926     Document Type: Review
Times cited : (360)

References (60)
  • 1
    • 33645416609 scopus 로고    scopus 로고
    • D. Henrion and A. Garulli, Eds. New York: Springer
    • D. Henrion and A. Garulli, Eds., Positive Polynomials in Control. New York: Springer, 2005.
    • (2005) Positive Polynomials in Control.
  • 2
    • 0000604097 scopus 로고
    • Class of global minimum bounds of polynomial functions (in russian)
    • N. Z. Shor, "Class of global minimum bounds of polynomial functions (in russian)," Cybernetics, vol. 23, pp. 731-734, 1987.
    • (1987) Cybernetics , vol.23 , pp. 731-734
    • Shor, N.Z.1
  • 3
    • 0001776805 scopus 로고    scopus 로고
    • Squared functional systems and optimization problems
    • H. Frenk, K. Roos, T. Terlaky, and S. Shang, Eds. Norwell, MA: Kluwer
    • Y. Nesterov, "Squared functional systems and optimization problems," in High Performance Optimization, H. Frenk, K. Roos, T. Terlaky, and S. Shang, Eds. Norwell, MA: Kluwer, 2000.
    • (2000) High Performance Optimization
    • Nesterov, Y.1
  • 5
    • 34447134935 scopus 로고    scopus 로고
    • On convexification of some minimum distance problems
    • Karlsruhe, Germany [CD ROM]
    • G. Chesi, A. Tesi, A. Vicino, and R. Genesio, "On convexification of some minimum distance problems," in Proc. Eur. Control Conf., Karlsruhe, Germany, 1999, [CD ROM].
    • (1999) Proc. Eur. Control Conf.
    • Chesi, G.1    Tesi, A.2    Vicino, A.3    Genesio, R.4
  • 8
    • 84972566433 scopus 로고
    • Extremal psd forms with few terms
    • B. Reznick, "Extremal psd forms with few terms," Duke Math. J., vol. 45, no. 2, pp. 363-374, 1978.
    • (1978) Duke Math. J. , vol.45 , Issue.2 , pp. 363-374
    • Reznick, B.1
  • 9
    • 27744447853 scopus 로고    scopus 로고
    • SOS-based solution approach to polynomial lpv system analysis and synthesis problems
    • F. Wu and S. Prajna, "SOS-based solution approach to polynomial lpv system analysis and synthesis problems," Int. J. Control, vol. 78, no. 8, pp. 600-611, 2005.
    • (2005) Int. J. Control , vol.78 , Issue.8 , pp. 600-611
    • Wu, F.1    Prajna, S.2
  • 10
    • 1542380049 scopus 로고    scopus 로고
    • Robust stability for poly-topic systems via polynomially parameter-dependent lyapunov functions
    • Maui, HI
    • G. Chesi, A. Garulli, A. Tesi, and A. Vicino, "Robust stability for poly-topic systems via polynomially parameter-dependent Lyapunov functions," in Proc. IEEE Conf. Decision Control, Maui, HI, 2003, pp. 4670-4675.
    • (2003) Proc. IEEE Conf. Decision Control , pp. 4670-4675
    • Chesi, G.1    Garulli, A.2    Tesi, A.3    Vicino, A.4
  • 11
    • 14244259625 scopus 로고    scopus 로고
    • ∞-synthesis values by matrix sum of squares relaxations
    • Paradise Island, Bahamas
    • ∞-synthesis values by matrix sum of squares relaxations," in Proc. IEEE Conf. Decision Control, Paradise Island, Bahamas, 2004, pp. 3147-3153.
    • (2004) Proc. IEEE Conf. Decision Control , pp. 3147-3153
    • Hol, C.W.J.1    Scherer, C.W.2
  • 13
    • 0001157581 scopus 로고    scopus 로고
    • Some concrete aspects of hilbert's 17th problem
    • B. Reznick, "Some concrete aspects of Hilbert's 17th problem," Contemporary Math., vol. 253, pp. 251-272, 2000.
    • (2000) Contemporary Math. , vol.253 , pp. 251-272
    • Reznick, B.1
  • 14
    • 34447125653 scopus 로고    scopus 로고
    • On the gap between positive polynomials and SOS of polynomials
    • Jun.
    • G. Chesi, "On the gap between positive polynomials and SOS of polynomials," IEEE Trans. Autom. Control, vol. 52, no. 6, pp. 1066-1072, Jun. 2007.
    • (2007) IEEE Trans. Autom. Control , vol.52 , Issue.6 , pp. 1066-1072
    • Chesi, G.1
  • 16
    • 33747153560 scopus 로고    scopus 로고
    • A sum of squares approximation of nonnegative polynomials
    • J.-B. Lasserre, "A sum of squares approximation of nonnegative polynomials," SIAM J. Optim., vol. 16, pp. 761-765, 2006.
    • (2006) SIAM J. Optim. , vol.16 , pp. 761-765
    • Lasserre, J.-B.1
  • 17
    • 33748567127 scopus 로고    scopus 로고
    • There are significantly more nonnegative polynomials than sums of squares
    • G. Blekherman, "There are significantly more nonnegative polynomials than sums of squares," Israel J. Math., vol. 153, no. 1, pp. 355-380, 2006.
    • (2006) Israel J. Math. , vol.153 , Issue.1 , pp. 355-380
    • Blekherman, G.1
  • 18
    • 67349262160 scopus 로고    scopus 로고
    • An elementary and constructive solution to hilbert's 17th problem for matrices
    • C. J. Hillar and J. Nie, "An elementary and constructive solution to Hilbert's 17th problem for matrices," in Proc. Amer. Math. Soc., 2008, vol. 136, pp. 73-76.
    • (2008) Proc. Amer. Math. Soc. , vol.136 , pp. 73-76
    • Hillar, C.J.1    Nie, J.2
  • 20
    • 67349148256 scopus 로고    scopus 로고
    • Sums of squares, moment matrices and optimization over polynomials
    • M. Putinar and S. Sullivant, Eds. New York: Springer
    • M. Laurent, "Sums of squares, moment matrices and optimization over polynomials," in Emerging Applications of Algebraic Geometry, M. Putinar and S. Sullivant, Eds. New York: Springer, 2009, vol. 149, pp. 157-270.
    • (2009) Emerging Applications of Algebraic Geometry , vol.149 , pp. 157-270
    • Laurent, M.1
  • 21
    • 34250416099 scopus 로고
    • A nullstellensatz and a positivstellensatz in semialgebraic geometry
    • G. Stengle, "A nullstellensatz and a positivstellensatz in semialgebraic geometry," Math. Annu., vol. 207, pp. 87-97, 1974.
    • (1974) Math. Annu. , vol.207 , pp. 87-97
    • Stengle, G.1
  • 22
    • 0001250675 scopus 로고
    • The K-moment problem for compact semi-algebraic sets
    • K. Schmuedgen, "The K-moment problem for compact semi-algebraic sets," Mathematische Annalen, vol. 289, pp. 203-206, 1991.
    • (1991) Mathematische Annalen , vol.289 , pp. 203-206
    • Schmuedgen, K.1
  • 23
    • 0000135301 scopus 로고
    • Positive polynomials on compact semi-algebraic sets
    • M. Putinar, "Positive polynomials on compact semi-algebraic sets," Ind. Univ. Math., vol. 42, pp. 969-984, 1993.
    • (1993) Ind. Univ. Math. , vol.42 , pp. 969-984
    • Putinar, M.1
  • 24
    • 1542266056 scopus 로고    scopus 로고
    • Semidefinite programming relaxations for semialgebraic problems
    • P. A. Parrilo, "Semidefinite programming relaxations for semialgebraic problems," Math. Programming Ser. B, vol. 96, no. 2, pp. 293-320, 2003.
    • (2003) Math. Programming Ser. B , vol.96 , Issue.2 , pp. 293-320
    • Parrilo, P.A.1
  • 25
    • 33644666304 scopus 로고    scopus 로고
    • Matrix sum-of-squares relaxations for robust semi-definite programs
    • Ser. B
    • C. W. Scherer and C. W. J. Hol, "Matrix sum-of-squares relaxations for robust semi-definite programs," Math. Programming Ser. B, vol. 107, no. 1-2, pp. 189-211,2006.
    • (2006) Math. Programming , vol.107 , Issue.1-2 , pp. 189-211
    • Scherer, C.W.1    Hol, C.W.J.2
  • 27
    • 8744228980 scopus 로고    scopus 로고
    • ∞-synthesis: Computing optimal values by robust performance analysis
    • Boston, MA
    • ∞- synthesis: Computing optimal values by robust performance analysis," in Proc. Amer. Control Conf, Boston, MA, 2004, pp. 3285-3290.
    • (2004) Proc. Amer. Control Conf , pp. 3285-3290
    • Hol, C.W.J.1    Scherer, C.W.2
  • 28
    • 33244473532 scopus 로고    scopus 로고
    • Convergent relaxations of polynomial matrix inequalities and static output feedback
    • Feb.
    • D. Henrion and J.-B. Lasserre, "Convergent relaxations of polynomial matrix inequalities and static output feedback," IEEE Trans. Autom. Control, vol. 51, no. 2, pp. 192-202, Feb. 2006.
    • (2006) IEEE Trans. Autom. Control , vol.51 , Issue.2 , pp. 192-202
    • Henrion, D.1    Lasserre, J.-B.2
  • 29
    • 0035238864 scopus 로고    scopus 로고
    • Global optimization with polynomials and the problem of moments
    • J.-B. Lasserre, "Global optimization with polynomials and the problem of moments," SIAM J. Optim., vol. 11, no. 3, pp. 796-817, 2001.
    • (2001) SIAM J. Optim. , vol.11 , Issue.3 , pp. 796-817
    • Lasserre, J.-B.1
  • 30
    • 33646254843 scopus 로고    scopus 로고
    • Relaxations for robust linear matrix inequality problems with verifications for exactness
    • C. W. Scherer, "Relaxations for robust linear matrix inequality problems with verifications for exactness," SIAM J. Matrix Anal. Appl, vol. 27, no. 1, pp. 365-395, 2005.
    • (2005) SIAM J. Matrix Anal. Appl , vol.27 , Issue.1 , pp. 365-395
    • Scherer, C.W.1
  • 31
    • 0001276275 scopus 로고    scopus 로고
    • A new bound for polya's theorem with applications to polynomials positive on polyhedra
    • V. Powers and B. Reznick, "A new bound for polya's theorem with applications to polynomials positive on polyhedra," J. Pure Appl. Algebra, vol. 164, pp. 221-229, 2001.
    • (2001) J. Pure Appl. Algebra , vol.164 , pp. 221-229
    • Powers, V.1    Reznick, B.2
  • 32
    • 0037291895 scopus 로고    scopus 로고
    • Solving quadratic distance problems: An LMI-based approach
    • Feb.
    • G. Chesi, A. Garulli, A. Tesi, and A. Vicino, "Solving quadratic distance problems: an LMI-based approach," IEEE Trans. Autom. Control, vol. 48, no. 2, pp. 200-212, Feb. 2003.
    • (2003) IEEE Trans. Autom. Control , vol.48 , Issue.2 , pp. 200-212
    • Chesi, G.1    Garulli, A.2    Tesi, A.3    Vicino, A.4
  • 34
    • 34047237671 scopus 로고    scopus 로고
    • A matrix-dilation approach to robust semidefinite programming and its error bound
    • Minneapolis, MI
    • Y. Oishi, "A matrix-dilation approach to robust semidefinite programming and its error bound," in Proc. Amer. Control Conf., Minneapolis, MI, 2006, pp. 123-129.
    • (2006) Proc. Amer. Control Conf. , pp. 123-129
    • Oishi, Y.1
  • 35
    • 84927739696 scopus 로고    scopus 로고
    • Comparison between SOS approach and slack variable approach for non-negativity check of polynomial functions: Multiple variable case
    • Kos, Greece
    • M. Sato and D. Peaucelle, "Comparison between SOS approach and slack variable approach for non-negativity check of polynomial functions: Multiple variable case," in Proc. Eur. Control Conf, Kos, Greece, 2007, pp. 3016-3025.
    • (2007) Proc. Eur. Control Conf , pp. 3016-3025
    • Sato, M.1    Peaucelle, D.2
  • 36
    • 0036990568 scopus 로고    scopus 로고
    • GloptiPoly: Global optimization over polynomials with matlab and SeDuMi
    • Las Vegas, NV
    • D. Henrion and J.-B. Lasserre, "GloptiPoly: Global optimization over polynomials with Matlab and SeDuMi," in Proc. IEEE Conf. Decision Control, Las Vegas, NV, 2002, pp. 747-752.
    • (2002) Proc. IEEE Conf. Decision Control , pp. 747-752
    • Henrion, D.1    Lasserre, J.-B.2
  • 38
    • 20344396845 scopus 로고    scopus 로고
    • YALMIP: A toolbox for modeling and optimization in MATLAB
    • Taipei, Taiwan
    • J. Lofberg, "YALMIP: a toolbox for modeling and optimization in MATLAB," in Proc. CACSD Conf, Taipei, Taiwan, 2004, pp. 284-289.
    • (2004) Proc. CACSD Conf , pp. 284-289
    • Lofberg, J.1
  • 39
    • 0004178386 scopus 로고    scopus 로고
    • Englewood Cliffs, NJ: Prentice Hall
    • H. K. Khalil, Nonlinear Systems. Englewood Cliffs, NJ: Prentice Hall, 2001.
    • (2001) Nonlinear Systems
    • Khalil, H.K.1
  • 40
    • 0036992823 scopus 로고    scopus 로고
    • On the construction of lyapunov functions using the sum of squares decomposition
    • Las Vegas, NV
    • A. Papachristodoulou and S. Prajna, "On the construction of Lyapunov functions using the sum of squares decomposition," in Proc. IEEE Conf. Decision Control, Las Vegas, NV, 2002, pp. 3482-3487.
    • (2002) Proc. IEEE Conf. Decision Control , pp. 3482-3487
    • Papachristodoulou, A.1    Prajna, S.2
  • 41
    • 0034439962 scopus 로고    scopus 로고
    • Estimation of the domain of attraction for polynomial systems via LMI's
    • Sydney, Australia
    • B. Tibken, "Estimation of the domain of attraction for polynomial systems via LMI's," in Proc. IEEE Conf. Decision Control, Sydney, Australia, 2000, pp. 3860-3864.
    • (2000) Proc. IEEE Conf. Decision Control , pp. 3860-3864
    • Tibken, B.1
  • 42
    • 41849116003 scopus 로고    scopus 로고
    • Stability region analysis using polynomial and composite polynomial lyapunov functions and sum-of-squares programming
    • Jan.
    • W. Tan and A. Packard, "Stability region analysis using polynomial and composite polynomial Lyapunov functions and sum-of-squares programming," IEEE Trans. Autom. Control, vol. 53, no. 2, pp. 565-571, Jan. 2008.
    • (2008) IEEE Trans. Autom. Control , vol.53 , Issue.2 , pp. 565-571
    • Tan, W.1    Packard, A.2
  • 43
    • 67349196818 scopus 로고    scopus 로고
    • Estimating the domain of attraction for non-polynomial systems via LMI optimizations
    • G. Chesi, "Estimating the domain of attraction for non-polynomial systems via LMI optimizations," Automatica, vol. 45, no. 6, pp. 1536-1541, 2009.
    • (2009) Automatica , vol.45 , Issue.6 , pp. 1536-1541
    • Chesi, G.1
  • 44
    • 78149262256 scopus 로고    scopus 로고
    • Relationships among different SOS-based relaxations for quadratic distance problems
    • Haifa, Israel
    • A. Garulli, A. Masi, and A. Vicino, "Relationships among different SOS-based relaxations for quadratic distance problems," in Proc. IFAC Symp. Robust Control Design, Haifa, Israel, 2009, pp. 66-71.
    • (2009) Proc. IFAC Symp. Robust Control Design , pp. 66-71
    • Garulli, A.1    Masi, A.2    Vicino, A.3
  • 45
    • 67349084187 scopus 로고    scopus 로고
    • Exponentially stable nonlinear systems have polynomial lyapunov functions on bounded regions
    • May
    • M. Peet, "Exponentially stable nonlinear systems have polynomial Lyapunov functions on bounded regions," IEEE Trans. Autom. Control, vol. 54, no. 5, pp. 979-987, May 2009.
    • (2009) IEEE Trans. Autom. Control , vol.54 , Issue.5 , pp. 979-987
    • Peet, M.1
  • 46
    • 34547131293 scopus 로고    scopus 로고
    • Parameter-dependent LMIs in robust analysis: Characterization of homogeneous polynomially parameter-dependent solutions via LMI relaxations
    • Jul.
    • R. C. L. F. Oliveira and P. L. D. Peres, "Parameter-dependent LMIs in robust analysis: Characterization of homogeneous polynomially parameter-dependent solutions via LMI relaxations," IEEE Trans. Autom. Control, vol. 52, no. 7, pp. 1334-1340, Jul. 2007.
    • (2007) IEEE Trans. Autom. Control , vol.52 , Issue.7 , pp. 1334-1340
    • Oliveira, R.C.L.F.1    Peres, P.L.D.2
  • 47
    • 9644290119 scopus 로고    scopus 로고
    • A convex approach to robust stability for linear systems with uncertain scalar parameters
    • P.-A. Bliman, "A convex approach to robust stability for linear systems with uncertain scalar parameters," SIAM J. Control Optim., vol. 42, no. 6, pp. 2016-2042, 2004.
    • (2004) SIAM J. Control Optim. , vol.42 , Issue.6 , pp. 2016-2042
    • Bliman, P.-A.1
  • 48
    • 79961019255 scopus 로고    scopus 로고
    • Robust stability/performance analysis for polytopic systems via multiple slack variable approach
    • Seoul, Korea
    • M. Sato, "Robust stability/performance analysis for polytopic systems via multiple slack variable approach," in Proc. 17th IFAC World Congress, Seoul, Korea, 2008, pp. 11391-11396.
    • (2008) Proc. 17th IFAC World Congress , pp. 11391-11396
    • Sato, M.1
  • 49
    • 67349162762 scopus 로고    scopus 로고
    • Robust performance analysis of uncertain LTI systems: Dual LMI approach and verifications for exactness
    • May
    • Y. Ebihara, Y. Onishi, and T. Hagiwara, "Robust performance analysis of uncertain LTI systems: Dual LMI approach and verifications for exactness," IEEE Trans. Autom. Control, vol. 54, no. 5, pp. 938-951, May 2009.
    • (2009) IEEE Trans. Autom. Control , vol.54 , Issue.5 , pp. 938-951
    • Ebihara, Y.1    Onishi, Y.2    Hagiwara, T.3
  • 50
    • 14344257458 scopus 로고    scopus 로고
    • On parameter-dependent lyapunov functions for robust stability of linear systems
    • Paradise Island, Bahamas
    • D. Henrion, D. Arzelier, D. Peaucelle, and J.-B. Lasserre, "On parameter-dependent Lyapunov functions for robust stability of linear systems," in Proc. IEEE Conf. Decision Control, Paradise Island, Bahamas, 2004, pp. 887-892.
    • (2004) Proc. IEEE Conf. Decision Control , pp. 887-892
    • Henrion, D.1    Arzelier, D.2    Peaucelle, D.3    Lasserre, J.-B.4
  • 51
    • 0000871389 scopus 로고
    • Lie algebra and lie groups in control theory
    • D. Q. Mayne and R. W. Brockett, Eds. Dordrecht, The Netherlands: Springer
    • R. W. Brockett, "Lie algebra and lie groups in control theory," in Geometric Methods in Systems Theory, D. Q. Mayne and R. W. Brockett, Eds. Dordrecht, The Netherlands: Springer, 1973, pp. 43-82.
    • (1973) Geometric Methods in Systems Theory , pp. 43-82
    • Brockett, R.W.1
  • 52
    • 0028282375 scopus 로고
    • Nonquadratic lyapunov functions for robust stability analysis of linear uncertain systems
    • Jan.
    • A. L. Zelentsovsky, "Nonquadratic Lyapunov functions for robust stability analysis of linear uncertain systems," IEEE Trans. Autom. Control, vol. 39, no. 1, pp. 135-138, Jan. 1994.
    • (1994) IEEE Trans. Autom. Control , vol.39 , Issue.1 , pp. 135-138
    • Zelentsovsky, A.L.1
  • 53
    • 0038372478 scopus 로고    scopus 로고
    • Homogeneous lyapunov functions for systems with structured uncertainties
    • G. Chesi, A. Garulli, A. Tesi, and A. Vicino, "Homogeneous Lyapunov functions for systems with structured uncertainties," Automatica, vol. 39, no. 6, pp. 1027-1035, 2003.
    • (2003) Automatica , vol.39 , Issue.6 , pp. 1027-1035
    • Chesi, G.1    Garulli, A.2    Tesi, A.3    Vicino, A.4
  • 54
    • 0033097634 scopus 로고    scopus 로고
    • A universal class of smooth functions for robust control
    • Mar.
    • F. Blanchini and S. Miani, "A universal class of smooth functions for robust control," IEEE Trans. Autom. Control, vol. 44, no. 3, pp. 641-647, Mar. 1999.
    • (1999) IEEE Trans. Autom. Control , vol.44 , Issue.3 , pp. 641-647
    • Blanchini, F.1    Miani, S.2
  • 55
    • 33947429941 scopus 로고    scopus 로고
    • LMI relaxations in robust control
    • C. W. Scherer, "LMI relaxations in robust control," Eur. J. Control, vol. 12, no. 1, pp. 3-29, 2006.
    • (2006) Eur. J. Control , vol.12 , Issue.1 , pp. 3-29
    • Scherer, C.W.1
  • 56
    • 55049117685 scopus 로고    scopus 로고
    • Robust stability of LTI systems over semi-algebraic sets using sum-of-squares matrix polynomials
    • Feb.
    • J. Lavaei and A. G. Aghdam, "Robust stability of LTI systems over semi-algebraic sets using sum-of-squares matrix polynomials," IEEE Trans. Autom. Control, vol. 53, no. 1, pp. 417-423, Feb. 2008.
    • (2008) IEEE Trans. Autom. Control , vol.53 , Issue.1 , pp. 417-423
    • Lavaei, J.1    Aghdam, A.G.2
  • 57
    • 39549087963 scopus 로고    scopus 로고
    • Positive forms and stability of linear time-delay systems
    • San Diego, CA
    • M. Peet, A. Papachristodoulou, and S. Lall, "Positive forms and stability of linear time-delay systems," in Proc. IEEE Conf. Decision Control, San Diego, CA, 2006, pp. 187-192.
    • (2006) Proc. IEEE Conf. Decision Control , pp. 187-192
    • Peet, M.1    Papachristodoulou, A.2    Lall, S.3
  • 58
    • 67349083983 scopus 로고    scopus 로고
    • Analysis of polynomial systems with time delays via the sum of squares decomposition
    • May
    • M. Peet, A. Papachristodoulou, and S. Lall, "Analysis of polynomial systems with time delays via the sum of squares decomposition," IEEE Trans. Autom. Control, vol. 54, no. 5, pp. 1058-1064, May 2009.
    • (2009) IEEE Trans. Autom. Control , vol.54 , Issue.5 , pp. 1058-1064
    • Peet, M.1    Papachristodoulou, A.2    Lall, S.3
  • 59
    • 50049106427 scopus 로고    scopus 로고
    • Stability analysis of uncertain genetic SUM regulatory networks
    • G. Chesi and Y. S. Hung, "Stability analysis of uncertain genetic SUM regulatory networks," Automatica, vol. 44, no. 9, pp. 2298-2305, 2008.
    • (2008) Automatica , vol.44 , Issue.9 , pp. 2298-2305
    • Chesi, G.1    Hung, Y.S.2
  • 60
    • 39549103567 scopus 로고    scopus 로고
    • Polynomial games and sum of squares optimization
    • San Diego, CA
    • P. A. Parrilo, "Polynomial games and sum of squares optimization," in Proc. IEEE Conf. Decision Control, San Diego, CA, 2006, pp. 2855-2860.
    • (2006) Proc. IEEE Conf. Decision Control , pp. 2855-2860
    • Parrilo, P.A.1


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