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Numerical Computational Improvement of the Stable-Manifold Method for Nonlinear Optimal Control

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Abstract Two numerical computational techniques are presented for improvement of the stable-manifold method, which is effective for nonlinear optimal control. The first technique is for generation of points on the… Click to show full abstract

Abstract Two numerical computational techniques are presented for improvement of the stable-manifold method, which is effective for nonlinear optimal control. The first technique is for generation of points on the stable manifold in a robust way against numerical errors. There, a special numerical method that preserves Hamiltonian is used to solve a differential equation sensitive to numerical errors. The second technique is a sort of shooting method to generate a point corresponding to the desired system state. Again, numerical robustness is an issue there. The two techniques are applied to an example system and shown to be effective.

Keywords: manifold method; method; stable manifold; improvement stable; nonlinear optimal; numerical computational

Journal Title: IFAC-PapersOnLine
Year Published: 2017

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