Abstract
A projection method to reduce large scale discrete systems which has been introduced in au][12, 21] will be generalized to continues systems without to transform it bilinear. To achieve that goal depending on an algebraic curve γ { ℂ and a rational function h ∈ ℂ(z) a non negative function F: ℂm » ℝ is introduced whose minimizer provides an approximant of degree m. Special cases are obtained via specification of γ and h.
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References
G.S. Ammar, W.B. Gragg, Numerical experience with a superfast real Toeplitz solver, LAA 34 (1980), 103–116
G.S. Ammar, W.B. Gragg, The generalized Schur algorithm for the superfast solution of Toeplitz systems, in: J. Gilewicz, M. Pidor, W. Siemaszko (Eds.), Rational Approximation and it Applications in Mathematics and Physics, Lecture Notes in Mathematics, vol. 1237, 1987, pp. 315
G.S. Ammar, W.B. Gragg, Superfast solution of real positive definite Toeplitz systems, SIAM J. Matrix Anal. Appl. 9 (1) (1988), 61–76
A.C. Antoulas, D. Sorenson, S. Gugercin, A survey of model reduction methods for large scale systems, Contemporary Mathematics, AMS Publications (2001), 193–221
M. Van Barel, A. Bultheel, Padé techniques for model reduction in linear system theory: a survey, J. Comput. Appl. Math. 14 (1986), 401–438
M. Van Barel, G. Heinig, P. Kravanja, A superfast method for solving Toeplitz linear least squares problems, LAA 366 (2003), 441–457
M. Van Barel, G. Heinig, P. Kravanja, A stabilized superfast solver for nonsymmetric Toeplitz systems, SIAM J. Matrix Anal. Appl.23 (2) (2001), 494–510
O. Brune, Synthesis of a finite two-terminal network whose driving-point impedance is a prescribed function of frequency, J. of Math. Phys. 10 (1931), 191–236
P.J. Davis, Interpolation&Approximation, Dover, New York, 1975
L. Fejér, Über die Lage der Nullstellen von Polynomen, die aus Minimumforderungen gewisser Art entspringen, Math. Annalen 85 (1922), 41–48
S. Feldmann, Fejér’s convex hull theorem related to least squares approximation of rational functions, in preparation
S. Feldmann, P. Lang, A least squares approach to reduce stable discrete linear systems preserving their stability, LAA 381 (2004), 141–163
S. Feldmann, P. Lang, D. Prätzel-Wolters, A unified least squares approach to identify and to reduce continuous asymptotically stable systems, LAA 426, Issues 2–3 (2007), 674–689
P.A. Fuhrmann, A Polynomial Approach to Linear Algebra, Springer, New York, Berlin, Heidelberg, 1996
M. Fujiwara, Über die algebraischen Gleichungen, deren Wurzeln in einem Kreise oder in einer Halbebene liegen, Math. Z. 24 (1926), 161–169
K.A. Gallivan, S. Thirumalai, P. Van Dooren, V. Vermaut, High performance algorithms for Toeplitz and block Toeplitz matrices, LAA 241–243 (1996), 343–388
I. Gohberg, T. Kailath, V. Olshevsky, Fast Gaussian elimination with partial pivoting for matrices with displacement structure, Math. Comp. 64 (212) (1995), 1557–1576
G.H. Golub, Ch.F. van Loan, Matrix Computations, The Johns Hopkins University Press, Baltimore, 1991
M. Gu, New fast algorithms for structured least squares problems, SIAM J. Matrix Anal. Appl. 20 (1) (1998), 244–269
M. Gu, Stable and efficient algorithm for structured systems of equations, SIAM J. Matrix Anal. Appl. 19 (2) (1997), 279–306
S. Gugercin, A.C. Antoulas, Model reduction of large-scale systems by least squares, LAA 415, Issue 2–3 (2006), 290–321
G. Heinig, Bezoutiante, Resultante und Spektralverteilungsprobleme für Operatorpolynome, Math. Nachr. 91 (1979), 23–43
G. Heinig, U. Jungnickel, Zur Lösung von Matrixgleichungen der Form AX-XB =C, Wiss. Zeitschrift der TH Karl-Marx-Stadt 23 (1981), 387–393
G. Heinig, K. Rost, Algebraic Methods for Toeplitz-like Matrices and Operators, Akademie-Verlag, Berlin, 1984
U. Helmke, P.A. Fuhrmann, Bezoutians, LAA 122–124 (1989), 1039–1097
M.G. Krein, M.A. Naimark, The Method of Symmetric and Hermitian Forms in the Theory of the Separation of the Roots of Algebraic Equations, English translation in Linear and Multilinear Algebra 10 (1981), 265–308
C. Lanczos, Applied Analysis, Prentice-Hall, Inc., Englewood Cliffs, New Jersey, 1956
T. Penzl, A cyclic low-rank Smith method for large sparse Lyapunov equations, SIAM J. Sci. Comput., Vol. 21, No. 4 (2000), 1401–1418
W. Rudin, Real and Complex Analysis, Mc Graw-Hill, New York, 1987
J.T. Spanos, M.H. Milman, D.L. Mingori, A new algorithm for L2-optimal model reduction, Automatica 28 (1992), 897–909
J. Sylvester, On a Theory of the Syzygetic relations of two rational integral functions, comprising an application to the theory of Sturm’s Functions, and that of the greatest Algebraic Common Measure, Philos. Trans. Roy. Soc. London 143 (1853), 407–548
D.A. Wilson, Optimum solution of model reduction problem, Proc. Inst. Elec. Eng. (1970) 1161–1165
H.K. Wimmer, On the history of the Bezoutian and the resultant matrix, LAA 128 (1990) 27–34
W.Y. Yan, J. Lam, An approximative approach to H 2-optimal model reduction, IEEE Trans. Automatic Control, AC-44 (1999), 1341–1358
K. Zhou, J.C. Doyle, K. Glover, Robust and Optimal Control, Prentice Hall, Simon & Schuster, New Jersey, 1995
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Feldmann, S. (2010). Bezoutians Applied to Least Squares Approximation of Rational Functions. In: Bini, D.A., Mehrmann, V., Olshevsky, V., Tyrtyshnikov, E.E., van Barel, M. (eds) Numerical Methods for Structured Matrices and Applications. Operator Theory: Advances and Applications, vol 199. Birkhäuser Basel. https://doi.org/10.1007/978-3-7643-8996-3_12
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