Perturbation analysis of the stochastic algebraic Riccati equation

Chun Yueh Chiang, Hung Yuan Fan, Matthew M. Lin, Hsin An Chen

Research output: Contribution to journalArticle

2 Citations (Scopus)

Abstract

In this paper we study a general class of stochastic algebraic Riccati equations (SARE) arising from the indefinite linear quadratic control and stochastic H problems. Using the Brouwer fixed point theorem, we provide sufficient conditions for the existence of a stabilizing solution of the perturbed SARE. We obtain a theoretical perturbation bound for measuring accurately the relative error in the exact solution of the SARE. Moreover, we slightly modify the condition theory developed by Rice and provide explicit expressions of the condition number with respect to the stabilizing solution of the SARE. A numerical example is applied to illustrate the sharpness of the perturbation bound and its correspondence with the condition number.

Original languageEnglish
Article number580
JournalJournal of Inequalities and Applications
Volume2013
Issue number1
DOIs
Publication statusPublished - 2013 Jan 1

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Algebraic Riccati Equation
Riccati equations
Perturbation Analysis
Perturbation Bound
Condition number
Brouwer Fixed Point Theorem
Linear Quadratic Control
Sharpness
Relative Error
Correspondence
Exact Solution
Numerical Examples
Sufficient Conditions

All Science Journal Classification (ASJC) codes

  • Analysis
  • Discrete Mathematics and Combinatorics
  • Applied Mathematics

Cite this

Chiang, Chun Yueh ; Fan, Hung Yuan ; Lin, Matthew M. ; Chen, Hsin An. / Perturbation analysis of the stochastic algebraic Riccati equation. In: Journal of Inequalities and Applications. 2013 ; Vol. 2013, No. 1.
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Perturbation analysis of the stochastic algebraic Riccati equation. / Chiang, Chun Yueh; Fan, Hung Yuan; Lin, Matthew M.; Chen, Hsin An.

In: Journal of Inequalities and Applications, Vol. 2013, No. 1, 580, 01.01.2013.

Research output: Contribution to journalArticle

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