English

Higher-order retraction maps and construction of numerical methods for optimal control of mechanical systems

Optimization and Control 2023-04-03 v1 Numerical Analysis Numerical Analysis

Abstract

Retractions maps are used to define a discretization of the tangent bundle of the configuration manifold as two copies of the configuration manifold where the dynamics take place. Such discretization maps can be conveniently lifted to a higher-order tangent bundle to construct geometric integrators for the higher-order Euler-Lagrange equations. Given a cost function, an optimal control problem for fully actuated mechanical systems can be understood as a higher-order variational problem. In this paper we introduce the notion of a higher-order discretization map associated with a retraction map to construct geometric integrators for the optimal control of mechanical systems. In particular, we study applications to path planning for obstacle avoidance of a planar rigid body.

Keywords

Cite

@article{arxiv.2303.17917,
  title  = {Higher-order retraction maps and construction of numerical methods for optimal control of mechanical systems},
  author = {Alexandre Anahory Simoes and Maria Barbero Liñán and Leonardo Colombo and David Martín de Diego},
  journal= {arXiv preprint arXiv:2303.17917},
  year   = {2023}
}

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8 pages