Results 121 to 130 of about 167,968,449 (203)

Prior-Assisted Hierarchical ADMM Decoding for Punctured Globally Coupled LDPC Codes. [PDF]

Entropy (Basel)
Shi W, Xie W, Hu J, Liu L.
europepmc   +1 more source

Distributed Convex Optimisation using the Alternating Direction Method of Multipliers (ADMM) in Lossy Scenarios

The Alternating Direction Method of Multipliers (ADMM) is an extensively studied algorithm suitable for solving convex distributed optimisation problems. This Thesis presents a formulation of the ADMM that is guaranteed to converge if the communications among agents are faulty and the agents perform updates asynchronously.
openaire   +1 more source

Reconstruction algorithm for photoacoustic tomography based on the L-alternating direction method of multipliers model. [PDF]

J Biomed Opt
Wang X, Ren X, Wang H.
europepmc   +1 more source

Robust identification of impact force acting on composite structures via a single FBG sensor using variational mode decomposition. [PDF]

Sci Rep
Huang J, Yang X, Jiang Q, Zhang L.
europepmc   +1 more source

An Adaptive Multiparameter Penalty Selection Method for Multiconstraint and Multiblock ADMM. [PDF]

IEEE Open J Signal Process
Lozenski L, McCann MT, Wohlberg B.
europepmc   +1 more source

A Sparse Super-Resolution Imaging Approach for Array Scanning Radar in High-Resolution Ground Mapping. [PDF]

Sensors (Basel)
Tuo X, Jing W, Xu Y, Li F, Huang B, Jiang G.   +5 more
europepmc   +1 more source

Approximate versions of the alternating direction method of multipliers

, 2016
Convex optimization is at the core of many of today's analysis tools for large datasets, and in particular machine learning methods. This thesis will develop approximate versions of the alternating directrion of multipliers (ADMM) for the general ...

core  

Accelerated distributed scheduling of integrated community energy systems considering electricity-heat sharing. [PDF]

Sci Rep
Sun X, Chen J, Pan X, Guo J, Yan Y, Qin J.   +5 more
europepmc   +1 more source

Distributed quantile regression for big data with missing covariates. [PDF]

Stat Biosci
Fan Y, Zhou H, Zhou J, Tong T, Lin N.
europepmc   +1 more source

On the \(O(1/K)\) convergence rate of alternating direction method of multipliers in a complex domain

, 2018
We focus on the convergence rate of the alternating direction method of multipliers (ADMM) in a complex domain. First, the complex form of variational inequality (VI) is established by using the Wirtinger calculus technique.
Li, Lu, Wang, G. Q., Zhang, J. L.
core