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

03/31/2023
by   Alexandre Anahory Simoes, et al.
0

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.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/01/2022

Presymplectic integrators for optimal control problems via retraction maps

Retractions maps are used to define a discretization of the tangent bund...
research
01/02/2018

The variational discretizaton of the constrained higher-order Lagrange-Poincaré equations

In this paper we investigate a variational discretization for the class ...
research
06/11/2023

A new perspective on symplectic integration of constrained mechanical systems via discretization maps

A new procedure to construct symplectic methods for constrained mechanic...
research
06/22/2021

Iso-geometric Integral Equation Solvers and their Compression via Manifold Harmonics

The state of art of electromagnetic integral equations has seen signific...
research
02/17/2023

Collocation methods for second and higher order systems

It is often unnoticed that the predominant way to use collocation method...
research
04/29/2019

Efficient Computation of Higher-Order Variational Integrators in Robotic Simulation and Trajectory Optimization

This paper addresses the problem of efficiently computing higher-order v...
research
06/17/2022

A parallel iterative method for variational integration

Discrete variational methods show excellent performance in numerical sim...

Please sign up or login with your details

Forgot password? Click here to reset