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Sep 1, 2024 , The alternating direction method of multipliers (ADMM) is widely used to solve large-scale linearly constrained optimization problems, convex or nonconvex, in ...
4 days ago , Recent work introduced TinyMPC [14] , a quadratic program solver based on the alternating direction method of multipliers (ADMM) [15] , custom-designed for ...
Oct 15, 2024 , The Alternating Direction Method of Multipliers (ADMM) is an optimisation method for solving optimisation problems in x, z on the form J0(x, z) = f(x) + g(z), ...
Mar 27, 2024 , The alternating direction method of multipliers (ADMM) is a popular and efficient approach for solving convex opti- mization problems, including SOCPs like (5) ...
May 19, 2024 , A novel data-driven distributed control approach is proposed to regulate voltages for distribution networks with changing system topologies.
Feb 26, 2024 , A distributed algorithm relying on the alternating direction method of multipliers (ADMM) is proposed in [18], assuming networked energy systems to be ...
Jun 1, 2024 , The iterations of proximal gradient descent converge to a solution if メ # (0,2/L) (Parikh and Boyd, 2014). Alternating direction method of multipliers (ADMM).
Oct 5, 2024 , Abstract— This paper proposes a parallelizable algo- rithm for linear-quadratic model predictive control (MPC) problems with state and input constraints.
[PDF] Distributed MPC-Based Voltage Control for ActiveDistribution ...
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Jul 12, 2024 , Finally, the alternating direction method of multipliers (ADMM) is employed to regulate voltage in a distributed manner. In what follows, the above steps are ...
May 15, 2024 , In this paper, we introduce a parallel algorithm to enhance the efficiency of model-predictive control (MPC) solvers [49, 16]. The computational complexity of ...