Exact slow-fast decomposition of a class of non-linear singularly perturbed optimal control problems via invariant manifolds
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We study a Hamilton-Jacobi partial differential equation, arising in an optimal control problem for an affine non-linear singularly perturbed system. This equation is solvable iff there exists a special invariant manifold of the corresponding Hamiltonian system. We obtain exact slow-fast decomposition of the Hamiltonian system and of the special invariant manifold into slow and fast components. We get sufficient conditions for the solvability of the Hamiltonian-Jacobi equation in terms of the reduced-order slow submanifold, or, in the hyperbolic case, in terms of a reduced-order slow Riccati equation. On the basis of this decomposition we construct asymptotic expansions of the optimal state-feedback, optimal trajectory and optimal open-loop control in powers of a small parameter.
[1] R. O'Malley. Introduction to singular perturbations , 1974 .
[2] Singular Perturbations for Deterministic Control Problems , 1984 .
[3] Wu-Chung Su,et al. The exact slow-fast decomposition of the algebraic Ricatti equation of singularly perturbed systems , 1992 .
[4] A. Astolfi. Disturbance Attenuation and H,-Control Via Measurement Feedback in , 1992 .
[5] Emilia Fridman. Exact decomposition of linear singularly perturbed H∞-optimal control problem , 1995, Kybernetika.