Mesh Independence of Kleinman-Newton Iterations for Riccati Equations in Hilbert Space

SIAM JOURNAL ON CONTROL AND OPTIMIZATION(2008)

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摘要
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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关键词
riccati equations,kleinman-newton iterations,hilbert space,mesh independence,linear quadratic regulator problem,kleinman-newton algorithm,algebraic riccati operator equation,numerical example,delay equation,infinite dimensional version,newton iteration,riccati equation
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