scholarly journals Fully Projection-Free Proximal Stochastic Gradient Method With Optimal Convergence Rates

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 165904-165912
Author(s):  
Yan Li ◽  
Xiaofeng Cao ◽  
Honghui Chen
Keyword(s):  
Gradient Method ◽  
Convergence Rates ◽  
Stochastic Gradient ◽  
Optimal Convergence ◽  
Optimal Convergence Rates ◽  
Stochastic Gradient Method

Mixed Schemes for Fourth-Order DIV Equations

2019 ◽  
Vol 19 (2) ◽  
pp. 341-357
Author(s):  
Ronghong Fan ◽  
Yanru Liu ◽  
Shuo Zhang
Keyword(s):  
Theoretical Analysis ◽  
Fourth Order ◽  
Convergence Rates ◽  
Mixed Formulation ◽  
Optimal Convergence ◽  
Mixed Formulations ◽  
Optimal Convergence Rates

AbstractIn this paper, stable mixed formulations are designed and analyzed for the quad div problems under two frameworks presented in [23] and [22], respectively. Analogue discretizations are given with respect to the mixed formulation, and optimal convergence rates are observed, which confirm the theoretical analysis.

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