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Symmetry Reduction in Optimal Control of Multiagent Systems on Lie Groups

arXiv 2011.12234 ↗First posted 23 Nov 2020math.OC cs.SY eess.SYcited by 1

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Abstract (arXiv)

We study the reduction of degrees of freedom for the equations that determine necessary optimality conditions for extrema in an optimal control problem for a multiagent system by exploiting the physical symmetries of agents, where the kinematics of each agent is given by a left-invariant control system. Reduced optimality conditions are obtained using techniques from variational calculus and Lagrangian mechanics. A Hamiltonian formalism is also studied, where the problem is explored through an application of Pontryagin's maximum principle for left-invariant systems, and the optimality conditions are obtained as integral curves of a reduced Hamiltonian vector field. We apply the results to an energy-minimum control problem for multiple unicycles.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). First posted on arXiv 23 Nov 2020.

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