Optimal control and implicit Hamiltonian systems

Optimal control problems naturally lead, via the Maximum Principle, to implicit Hamiltonian systems. It is shown that symmetries of an optimal control problem lead to symmetries of the corresponding implicit Hamiltonian system. Using the reduction theory described in [3,2] one can reduce the system to a lower dimensional implicit Hamiltonian system. It is shown that for symmetries coming from the optimal control problem, doing reduction and applying the Maximum Principle commutes.

[1]  W. Fleming,et al.  Deterministic and Stochastic Optimal Control , 1975 .

[2]  A. Schaft,et al.  On Representations and Integrability of Mathematical Structures in Energy-Conserving Physical Systems , 1999 .

[3]  Irene Dorfman,et al.  Dirac Structures and Integrability of Nonlinear Evolution Equations , 1993 .

[4]  Charles-Michel Marle,et al.  Symplectic geometry and analytical mechanics , 1987 .

[5]  Héctor J. Sussmann,et al.  Symmetries and integrals of motion in optimal control , 1995 .

[6]  S. Marcus,et al.  Optimal control of systems possessing symmetries , 1984 .

[7]  Arjan van der Schaft,et al.  Interconnected mechanical systems, part I: geometry of interconnection and implicit Hamiltonian systems , 1997 .

[8]  Reduction of implicit hamiltonian systems with symmetry , 1999, 1999 European Control Conference (ECC).

[9]  A. J. van der Schaft,et al.  On symmetries in optimal control , 1986 .

[10]  Arjan van der Schaft,et al.  Symmetry and reduction in implicit generalized Hamiltonian systems , 1999 .

[11]  J. Marsden,et al.  Reduction of symplectic manifolds with symmetry , 1974 .

[12]  A. J. van der Schaft,et al.  Implicit Hamiltonian Systems with Symmetry , 1998 .

[13]  L. S. Pontryagin,et al.  Mathematical Theory of Optimal Processes , 1962 .

[14]  George M. Siouris,et al.  Applied Optimal Control: Optimization, Estimation, and Control , 1979, IEEE Transactions on Systems, Man, and Cybernetics.

[15]  J. Marsden Lectures on Mechanics , 1992 .

[16]  Ralph Abraham,et al.  Foundations Of Mechanics , 2019 .