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Exploiting symmetry for discrete-time reachability computations

arXiv 1801.00516 ↗First posted 1 Jan 2018eess.SY cs.SYcited by 2

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Abstract (arXiv)

We present a method of computing backward reachable sets for nonlinear discrete-time control systems possessing continuous symmetries. The starting point is a dynamic game formulation of reachability analysis where control inputs aim to maintain the state variables within a target tube despite disturbances. Our method exploits symmetry to compute the reachable sets in a lower-dimensional space, enabling a significant computational speedup. To achieve this, we present a general method for symmetry reduction based on the Cartan frame, which simplifies the dynamic programming iteration without algebraic manipulation of the state update equations. We illustrate the results by computing a backward reachable set for a six-dimensional reach-avoid game of two Dubins vehicles.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 1 Jan 2018.

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