Nonrecursive solution for the discrete algebraic Riccati equation and X + A*X -1 A=L
Maria Adam ; Nicholas Assimakis
Open Mathematics, Tome 13 (2015), / Harvested from The Polish Digital Mathematics Library

In this paper, we present two new algebraic algorithms for the solution of the discrete algebraic Riccati equation. The first algorithm requires the nonsingularity of the transition matrix and is based on the solution of a standard eigenvalue problem for a new symplectic matrix; the proposed algorithm computes the extreme solutions of the discrete algebraic Riccati equation. The second algorithm solves the Riccati equation without the assumption of the nonsingularity of the transition matrix; the proposed algorithm is based on the solution of the matrix equation X + A*X-1A=L, where A is a singular matrix and L a positive definite matrix.

Publié le : 2015-01-01
EUDML-ID : urn:eudml:doc:268822
@article{bwmeta1.element.doi-10_1515_math-2015-0006,
     author = {Maria Adam and Nicholas Assimakis},
     title = {
      Nonrecursive solution for the discrete algebraic Riccati equation and X + A*X
      -1
      A=L
    },
     journal = {Open Mathematics},
     volume = {13},
     year = {2015},
     zbl = {1309.65046},
     language = {en},
     url = {http://dml.mathdoc.fr/item/bwmeta1.element.doi-10_1515_math-2015-0006}
}
Maria Adam; Nicholas Assimakis. 
      Nonrecursive solution for the discrete algebraic Riccati equation and X + A*X
      -1
      A=L
    . Open Mathematics, Tome 13 (2015) . http://gdmltest.u-ga.fr/item/bwmeta1.element.doi-10_1515_math-2015-0006/

[1] Adam M., Assimakis N., Matrix equations solutions using Riccati Equation, Lambert, Academic Publishing, 2012 | Zbl 1271.94006

[2] Adam M., Assimakis N., Sanida F., Algebraic Solutions of the Matrix Equations X ATX-1A=Q and X-ATX-1A=Q, International Journal of Algebra, 2008, 2(11), 501–518 | Zbl 1162.15005

[3] Adam M., Sanida F., Assimakis N., Voliotis S., Riccati Equation Solution Method for the computation of the extreme solutions of X A*X-1A=Q and X-A*X-1A=Q, IWSSIP 2009, Proceedings 2009 IEEE, 978-1-4244-4530-1/09, 41–44

[4] Anderson B.D.O., Moore J.B., Optimal Filtering, Dover Publications, New York, 2005 | Zbl 1191.93133

[5] Assimakis N., Sanida F., Adam M., Recursive Solutions of the Matrix Equations X+ATX-1A=Q and X-ATX-1A=Q Q; Applied Mathematical Sciences, 2008, 2(38), 1855–1872 | Zbl 1157.65356

[6] Assimakis N.D., Lainiotis D.G., Katsikas S.K., Sanida F.L., A survey of recursive algorithms for the solution of the discrete time Riccati equation, Nonlinear Analysis, Theory, Methods & Applications, 1997, 30, 2409–2420 | Zbl 0888.93022

[7] Engwerda J.C., On the existence of a positive definite solution of the matrix equation X+ATX-1A=I, Linear Algebra and Its Applications, 1993, 194, 91–108 | Zbl 0798.15013

[8] Engwerda J.C., Ran A.C.M., Rijkeboer A.L., Necessary and sufficient conditions for the existence of a positive definite solution of the matrix equation X+A*X-1A=Q, Linear Algebra and Its Applications, 1993, 186, 255–275 | Zbl 0778.15008

[9] Gaalman G.J., Comments on "A Nonrecursive Algebraic Solution for the Discrete Riccati Equation", IEEE Transactions on Automatic Control, June 1980, 25(3), 610–612 [Crossref]

[10] Horn R.A., Johnson C.R., Topics in Matrix Analysis, Cambridge University Press, Cambridge, 1991 | Zbl 0729.15001

[11] Hwang T.-M., Chu E.K.-W., Lin W.-W., A generalized structure-preserving doubling algorithm for generalized discrete-time algebraic Riccati equations, International Journal of Control, 2005, 78(14), 1063-1075 [Crossref] | Zbl 1090.93014

[12] Ionescu V., Weiss M., On Computing the Stabilizing Solution of the Diecrete-Time Riccati Equation, Linear Algebra and Its Applications, 1992, 174, 229–238 | Zbl 0756.15020

[13] Hasanov V.I., Ivanov I.G., On two perturbation estimates of the extreme solutions to the equations X±A*X-1A=Q; Linear Algebra and Its Applications, 2006, 413(1), 81–92 [WoS] | Zbl 1087.15016

[14] Hasanov V.I., Ivanov I.G., Uhlig F., Improved perturbation estimates for the matrix equations X±A*X-1A=Q; Linear Algebra and Its Applications, 2004, 379, 113–135 | Zbl 1039.15005

[15] Kalman R.E., A new approach to linear filtering and prediction problems, Transactions of the ASME -Journal of Basic Engineering, 1960, 82(Series D), 34–45 [Crossref]

[16] Lancaster P., Rodman L., Algebraic Riccati Equations, Clarendon Press, Oxford, 1995 | Zbl 0836.15005

[17] Laub A., A Schur method for solving algebraic Riccati equations, IEEE Transactions on Automatic Control, 1979, 24, 913–921 [WoS][Crossref] | Zbl 0424.65013

[18] Lin W.-W., Xu S.-F., Convergence Analysis of Structure-Preserving Doubling Algorithms for Riccati-Type Matrix Equations, SIAM Journal on Matrix Analysis and Applications, 2006, 28(1), 26-39

[19] Pappas T., Laub A., Sandell, N.Jr., On the numerical solution of the discrete-time algebraic Riccati equation, IEEE Transactions on Automatic Control, 1980, 25, 631–641 [Crossref] | Zbl 0456.49010

[20] Ran A.C.M., Rodman L., Stable Hermitian Solutions of Discrete Algebraic Riccati Equations, Math. Control Signals Systems, 1992, 5, 165–193 | Zbl 0771.93059

[21] Salah M. El-Sayed, Petkov M.G., Iterative methods for nonlinear matrix equations X+A*X-aA=I; Linear Algebra and Its Applications, 2005, 403, 45–52 [WoS] | Zbl 1074.65057

[22] Vaughan D.R., A Nonrecursive Algebraic Solution for the Discrete Riccati Equation, IEEE Transactions on Automatic Control, October 1970, 597–599[Crossref]