An analysis of hot‐started ADMM for linear MPC

Abstract A convergence analysis of the alternating direction method of multipliers (ADMM) for linear model predictive control (MPC) problems with regularization terms is addressed here. Compared with conventional results, this paper focuses on the dynamical structure of the ADMM and derives the line...

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Bibliographic Details
Main Authors: Mitsuru Toyoda, Mirai Tanaka
Format: Article
Language:English
Published: Wiley 2021-10-01
Series:IET Control Theory & Applications
Online Access:https://doi.org/10.1049/cth2.12174