convergence rate analysis
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scholarly journals Convergence Rate Analysis of the Proximal Difference of the Convex Algorithm

2021 ◽  
Vol 2021 ◽  
pp. 1-5
Author(s):  
Xueyong Wang ◽  
Ying Zhang ◽  
Haibin Chen ◽  
Xipeng Kou
Keyword(s):  
Convergence Rate ◽  
Convex Function ◽  
Objective Function ◽  
Convex Functions ◽  
Objective Function Value ◽  
Convex Decomposition ◽  
Rate Analysis ◽  
Difference Of Convex ◽  
The Difference ◽  
Convergence Rate Analysis

In this paper, we study the convergence rate of the proximal difference of the convex algorithm for the problem with a strong convex function and two convex functions. By making full use of the special structure of the difference of convex decomposition, we prove that the convergence rate of the proximal difference of the convex algorithm is linear, which is measured by the objective function value.

scholarly journals Convergence Rate Analysis of Periodic Gossip Algorithms for One-Dimensional Lattice WSNs

2020 ◽  
Vol 20 (21) ◽  
pp. 13150-13160 ◽  
Author(s):  
Said Kouachi ◽  
Sateeshkrishna Dhuli ◽  
Yatindra Nath Singh
Keyword(s):  
Convergence Rate ◽  
Dimensional Lattice ◽  
One Dimensional ◽  
Rate Analysis ◽  
Gossip Algorithms ◽  
Convergence Rate Analysis
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