Global Convergence of Splitting Methods for Nonconvex Composite Optimization
Work
Year: 2015
Type: article
Abstract: We consider the problem of minimizing the sum of a smooth function $h$ with a bounded Hessian, and a nonsmooth function. We assume that the latter function is a composition of a proper closed function... more
Source: SIAM Journal on Optimization
Authors Guoyin Li, Ting Kei Pong
Institutions UNSW Sydney, Hong Kong Polytechnic University
Cites: 42
Cited by: 391
Related to: 10
FWCI: 32.36
Citation percentile (by year/subfield): 99.99
Subfield: Computational Mechanics
Field: Engineering
Domain: Physical Sciences
Open Access status: green