On inverse optimal control problems of human locomotion: Stability and robustness of the minimizers

被引:13
|
作者
Chittaro F.C. [1 ]
Jean F. [2 ,3 ]
Mason P. [1 ]
机构
[1] Laboratoire des Signaux et Systémes, Gif-sur-Yvette
[2] ENSTA ParisTech, Paris
[3] Team GECO, INRIA Saclay-Île-de-France
关键词
Optimal Control Problem; Uniform Convergence; Linear Matrix Inequality; Optimal Trajectory; Humanoid Robot;
D O I
10.1007/s10958-013-1579-z
中图分类号
学科分类号
摘要
In recent papers, models of human locomotion by means of optimal control problems have been proposed. In this paradigm, the trajectories are assumed to be solutions of an optimal control problem whose cost has to be determined. The purpose of the present paper is to analyze the class of optimal control problems defined in this way. We prove strong convergence results for their solutions, on the one hand, for perturbations of the initial and final points (stability), and, on the other hand, for perturbations of the cost (robustness). © 2013 Springer Science+Business Media New York.
引用
收藏
页码:269 / 287
页数:18
相关论文
共 50 条
  • [42] On the local stability of the solution to optimal control problems
    Rodriguez, A
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 2004, 28 (12): : 2475 - 2484
  • [43] On the solution stability of parabolic optimal control problems
    Alberto Domínguez Corella
    Nicolai Jork
    Vladimir M. Veliov
    Computational Optimization and Applications, 2023, 86 : 1035 - 1079
  • [44] Assessing the Quality of a Set of Basis Functions for Inverse Optimal Control via Projection onto Global Minimizers
    Becanovic, Filip
    Miller, Jared
    Bonnet, Vincent
    Jovanovic, Kosta
    Mohammed, Samer
    2022 IEEE 61ST CONFERENCE ON DECISION AND CONTROL (CDC), 2022, : 7598 - 7605
  • [45] Stability Analysis of Optimal Trajectory for Nonlinear Optimal Control Problems
    Deng, Hongyong
    Zhang, Wei
    Shen, Changchun
    JOURNAL OF MATHEMATICS, 2020, 2020
  • [46] On stability of human locomotion
    Liu, Yanzhu
    Xu, Jun
    Ying Yong Li Xue Xue Bao/Chinese Journal of Applied Mechanics, 1998, 13 (04): : 22 - 27
  • [47] OPTIMAL CONTROL MODELS OF GOAL-ORIENTED HUMAN LOCOMOTION
    Chitour, Yacine
    Jean, Frederic
    Mason, Paolo
    SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2012, 50 (01) : 147 - 170
  • [48] Asymptotic analysis of an optimal control problem connected to the human locomotion
    Bayen, Terence
    Chitour, Yacine
    Jean, Frederic
    Mason, Paolo
    PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009), 2009, : 2248 - 2253
  • [49] Solving inverse problems of identification type by optimal control methods
    Lenhart, S
    Protopopescu, V
    Yong, JM
    APPLIED NONLINEAR DYNAMICS AND STOCHASTIC SYSTEMS NEAR THE MILLENNIUM, 1997, (411): : 87 - 94
  • [50] Identifiability and Solvability in Inverse Linear Quadratic Optimal Control Problems
    Yibei Li
    Bo Wahlberg
    Xiaoming Hu
    Journal of Systems Science and Complexity, 2021, 34 : 1840 - 1857