1. Krasnoselskii–Mann Viscosity Approximation Method for Nonexpansive Mappings
- Author
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Hong-Kun Xu, Souhail Chebbi, Tahani Aldhaban, and Najla Altwaijry
- Subjects
Iterative method ,General Mathematics ,lcsh:Mathematics ,010102 general mathematics ,Banach space ,02 engineering and technology ,Fixed point ,Geometric property ,lcsh:QA1-939 ,nonexpansive mapping ,01 natural sciences ,uniformly smooth Banach space ,strong convergence ,Krasnoselskii–Mann ,Regularization (physics) ,0202 electrical engineering, electronic engineering, information engineering ,Computer Science (miscellaneous) ,Applied mathematics ,020201 artificial intelligence & image processing ,viscosity approximation method ,0101 mathematics ,Engineering (miscellaneous) ,Mathematics - Abstract
We show that the viscosity approximation method coupled with the Krasnoselskii&ndash, Mann iteration generates a sequence that strongly converges to a fixed point of a given nonexpansive mapping in the setting of uniformly smooth Banach spaces. Our result shows that the geometric property (i.e., uniform smoothness) of the underlying space plays a role in relaxing the conditions on the choice of regularization parameters and step sizes in iterative methods.
- Published
- 2020
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