nonsmooth nonconvex optimization
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scholarly journals A stochastic extra-step quasi-Newton method for nonsmooth nonconvex optimization

2021 ◽  
Author(s):  
Minghan Yang ◽  
Andre Milzarek ◽  
Zaiwen Wen ◽  
Tong Zhang
Keyword(s):  
Newton Method ◽  
Nonconvex Optimization ◽  
Nonsmooth Nonconvex Optimization ◽  
Extra Step ◽  
Quasi Newton

Subgradient Smoothing Method for Nonsmooth Nonconvex Optimization

2021 ◽  
pp. 57-79
Author(s):  
A. M. Bagirov ◽  
N. Sultanova ◽  
S. Taheri ◽  
G. Ozturk
Keyword(s):  
Nonconvex Optimization ◽  
Smoothing Method ◽  
Nonsmooth Nonconvex Optimization

Robustness in Nonsmooth Nonconvex Optimization Problems

Positivity ◽  
2020 ◽  
Author(s):  
F. Mashkoorzadeh ◽  
N. Movahedian ◽  
S. Nobakhtian
Keyword(s):  
Nonconvex Optimization ◽  
Optimization Problems ◽  
Nonconvex Optimization Problems ◽  
Nonsmooth Nonconvex Optimization

A Novel Neural Network for Solving Nonsmooth Nonconvex Optimization Problems

2020 ◽  
Vol 31 (5) ◽  
pp. 1475-1488
Author(s):  
Xin Yu ◽  
Lingzhen Wu ◽  
Chenhua Xu ◽  
Yue Hu ◽  
Chong Ma
Keyword(s):  
Neural Network ◽  
Nonconvex Optimization ◽  
Optimization Problems ◽  
Nonconvex Optimization Problems ◽  
Nonsmooth Nonconvex Optimization

scholarly journals Inexact Block Coordinate Descent Algorithms for Nonsmooth Nonconvex Optimization

2020 ◽  
Vol 68 ◽  
pp. 947-961 ◽  
Author(s):  
Yang Yang ◽  
Marius Pesavento ◽  
Zhi-Quan Luo ◽  
Bjorn Ottersten
Keyword(s):  
Nonconvex Optimization ◽  
Coordinate Descent ◽  
Block Coordinate Descent ◽  
Descent Algorithms ◽  
Nonsmooth Nonconvex Optimization

scholarly journals Penalty Dual Decomposition Method for Nonsmooth Nonconvex Optimization—Part II: Applications

2020 ◽  
Vol 68 ◽  
pp. 4242-4257
Author(s):  
Qingjiang Shi ◽  
Mingyi Hong ◽  
Xiao Fu ◽  
Tsung-Hui Chang
Keyword(s):  
Nonconvex Optimization ◽  
Decomposition Method ◽  
Dual Decomposition ◽  
Nonsmooth Nonconvex Optimization
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