Accelerated Distributed MPC of Linear Discrete-Time Systems With Coupled Constraints
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Transactions on Automatic Control"
DOI: 10.1109/tac.2018.2810511
Abstract: This paper proposes a distributed model predictive control (MPC) approach for a family of discrete-time linear systems with local (uncoupled) and global (coupled) constraints. The proposed approach is based on the dual problem of an… read more here.
Keywords: mpc; discrete time; distributed mpc; coupled constraints ... See more keywords
Accelerated Distributed Approximate Newton Method.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3151736
Abstract: Distributed second-order optimization, as an effective strategy for training large-scale machine learning systems, has been widely investigated due to its low communication complexity. However, the existing distributed second-order optimization algorithms, including distributed approximate Newton (DANE),… read more here.
Keywords: distributed second; accelerated distributed; approximate newton; distributed approximate ... See more keywords