scholarly journals Implicit iterative schemes based on singular decomposition and regularizing algorithms

Author(s):  
Alexander Ivanovic Zhdanov

Предложен новый вариант неявного метода простых итераций на основе сингулярного разложения. Показано, что данный вариант неявного метода простых итераций позволяет существенно повысить вычислительную устойчивость алгоритма и при этом обеспечивает высокую скорость его сходимости. Рассмотрено применение неявного метода простых итераций на основе сингулярного разложения для разработки итерационных регуляризирующих алгоритмов. Предлагаемые алгоритмы могут быть эффективно использованы для решения широкого класса некорректных и плохо обусловленных вычислительных задач.

Heliyon ◽  
2021 ◽  
Vol 7 (3) ◽  
pp. e06368
Author(s):  
Hudson Akewe ◽  
Joshua Olilima ◽  
Kanayo Stella Eke
Keyword(s):  

2021 ◽  
Vol 187 ◽  
pp. 282-293
Author(s):  
Chein-Shan Liu ◽  
Essam R. El-Zahar ◽  
Chih-Wen Chang

2019 ◽  
Vol 2019 (1) ◽  
Author(s):  
Shuanghua Luo ◽  
Angang Cui ◽  
Cheng-yi Zhang

Abstract The paper studies two splitting forms of generalized saddle point matrix to derive two alternate direction iterative schemes for generalized saddle point systems. Some convergence results are established for these two alternate direction iterative methods. Meanwhile, a numerical example is given to show that the proposed alternate direction iterative methods are much more effective and efficient than the existing one.


2014 ◽  
Vol 2014 ◽  
pp. 1-9 ◽  
Author(s):  
Jinfang Tang

The purpose of this paper is using the viscosity approximation method to study the strong convergence problem for a family of nonexpansive mappings in CAT(0) spaces. Under suitable conditions, some strong convergence theorems for the proposed implicit and explicit iterative schemes to converge to a common fixed point of the family of nonexpansive mappings are proved which is also a unique solution of some kind of variational inequalities. The results presented in this paper extend and improve the corresponding results of some others.


2004 ◽  
Vol 2004 (57) ◽  
pp. 3057-3067 ◽  
Author(s):  
Muhammad Aslam Noor

We introduce a new class of equilibrium problems, known asmixed quasi invex equilibrium(orequilibrium-like) problems. This class of invex equilibrium problems includes equilibrium problems, variational inequalities, and variational-like inequalities as special cases. Several iterative schemes for solving invex equilibrium problems are suggested and analyzed using the auxiliary principle technique. It is shown that the convergence of these iterative schemes requires either pseudomonotonicity or partially relaxed strong monotonicity, which are weaker conditions than the previous ones. As special cases, we also obtained the correct forms of the algorithms for solving variational-like inequalities, which have been considered in the setting of convexity. In fact, our results represent significant and important refinements of the previously known results.


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