Mesh independence of Kleinman-Newton iterations for Riccati equations in Hilbert space

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Date

2008

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Siam Publications

Abstract

In this paper we consider the convergence of the infinite dimensional version of the Kleinman-Newton algorithm for solving the algebraic Riccati operator equation associated with the linear quadratic regulator problem in a Hilbert space. We establish mesh independence for this algorithm and apply the result to systems governed by delay equations. Numerical examples are presented to illustrate the results.

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Keywords

riccati, kleinman-newton, mesh independence, partial-differential-equations, spline approximations, retarded-systems, operators, delays, identification, convergence, sensitivity, stability, principle, automation & control systems, mathematics, applied

Citation

Burns, J. A.; Sachs, E. W.; Zietsman, L., "Mesh independence of Kleinman-Newton iterations for Riccati equations in Hilbert space," SIAM J. Control Optim., 47(5), 2663-2692, (2008). DOI: 10.1137/060653962