Dynamic programming and model predictive control

被引:0
|
作者
Meadows, ES
机构
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper presents a new criterion for assessing the stability of nonlinear model predictive control (MPC). The criterion is based on the monotonicity of the MPC cost function as a function of horizon length, and is derived using dynamic programming theory in a deterministic setting.
引用
收藏
页码:1635 / 1639
页数:5
相关论文
共 50 条
  • [41] Nonlinear Programming Strategies for State Estimation and Model Predictive Control
    Zavala, Victor M.
    Biegler, Lorenz T.
    NONLINEAR MODEL PREDICTIVE CONTROL: TOWARDS NEW CHALLENGING APPLICATIONS, 2009, 384 : 419 - 432
  • [42] A sequential quadratic programming method for nonlinear model predictive control
    Muske, KR
    Howse, JW
    LARGE-SCALE PDE-CONSTRAINED OPTIMIZATION, 2003, 30 : 253 - 267
  • [43] Model predictive control based on linear programming - The explicit solution
    Bemporad, A
    Borrelli, F
    Morari, M
    IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2002, 47 (12) : 1974 - 1985
  • [44] Lagrangian quadratic programming approach for linear model predictive control
    Muske, KR
    PROCEEDINGS OF THE 2002 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2002, 1-6 : 4744 - 4745
  • [45] Noncooperative Distributed Model Predictive Control: A Multiparametric Programming Approach
    Saini, Radhe S. T.
    Pappas, Iosif
    Avraamidou, Styliani
    Ganesh, Hari S.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2023, 62 (02) : 1044 - 1056
  • [46] Fast computation of the quadratic programming subproblem in Model Predictive Control
    Milman, R
    Davison, EJ
    PROCEEDINGS OF THE 2003 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 2003, : 4723 - 4729
  • [47] Robust Model Predictive Control via Random Convex Programming
    Calafiore, G. C.
    Fagiano, L.
    2011 50TH IEEE CONFERENCE ON DECISION AND CONTROL AND EUROPEAN CONTROL CONFERENCE (CDC-ECC), 2011, : 1910 - 1915
  • [48] From robust model predictive control to stochastic optimal control and approximate dynamic programming: A perspective gained from a personal journey
    Lee, Jay H.
    COMPUTERS & CHEMICAL ENGINEERING, 2014, 70 : 114 - 121
  • [49] Dynamic Voltage Coordinated Control Applying Model Predictive Control
    Cui, Ting
    Sun, Yuanzhang
    Xu, Jian
    Li, Xiaomin
    Gu, Junhe
    Dong, Jianxun
    Zhang, Huakun
    2013 PROCEEDINGS OF SICE ANNUAL CONFERENCE (SICE), 2013, : 138 - 143
  • [50] A hierarchical multi-parametric programming approach for dynamic risk-based model predictive quality control
    Braniff, Austin
    Tian, Yuhe
    Control Engineering Practice, 2024, 152