Global Convergence of ADMM in Nonconvex Nonsmooth Optimization
Work
Year: 2015
Type: preprint
Abstract: In this paper, we analyze the convergence of the alternating direction method of multipliers (ADMM) for minimizing a nonconvex and possibly nonsmooth objective function, $\phi(x_0,\ldots,x_p,y)$, subj... more
Source: arXiv (Cornell University)
Authors Yu Wang, Wotao Yin, Jinshan Zeng
Institutions University of California, Berkeley, University of California, Los Angeles, Jiangxi Normal University
Cites: 71
Cited by: 165
Related to: 10
Citation percentile (by year/subfield): 97.25
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Sustainable Development Goal Peace, justice, and strong institutions
Open Access status: green