Numerical algorithm for nonlinear state feedback ℌ∞ optimal control problem

In this paper, the numerical algorithm based on conjugate gradient method to solve a finite-horizon min-max optimization problem arising in the ℌ ∞ control of nonlinear systems is presented. The feedback control and disturbance variables are formulated as a linear combination of basis functions. The...

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Hauptverfasser: Milic, V., Bemporad, A., Kasac, J., Situm, Z.
Format: Tagungsbericht
Sprache:eng
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Zusammenfassung:In this paper, the numerical algorithm based on conjugate gradient method to solve a finite-horizon min-max optimization problem arising in the ℌ ∞ control of nonlinear systems is presented. The feedback control and disturbance variables are formulated as a linear combination of basis functions. The proposed algorithm, which has a backward-intime structure, directly finds very accurate approximations of these feedbacks. Benchmark examples with analytic solutions are provided to demonstrate the effectiveness of the proposed algorithm.
DOI:10.1109/MED.2012.6265811