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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 ...