A strong convergence theorem for maximal monotone operators in Banach spaces with applications

An algorithm is constructed to approximate a zero of a maximal monotone operator in a uniformly convex and uniformly smooth real Banach space. The sequence of the algorithm is proved to converge strongly to a zero of the maximal monotone map. In the case where the Banach space is a real Hilbert spac...

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Veröffentlicht in:Carpathian Journal of Mathematics. - Sinus Association. - 36(2020), 2, Seite 229-240
1. Verfasser: Chidume, C. E. (VerfasserIn)
Weitere Verfasser: De Souza, G. S., Romanus, O. M., Nnyaba, U. V.
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:Carpathian Journal of Mathematics
Schlagworte:Mathematics
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520 |a An algorithm is constructed to approximate a zero of a maximal monotone operator in a uniformly convex and uniformly smooth real Banach space. The sequence of the algorithm is proved to converge strongly to a zero of the maximal monotone map. In the case where the Banach space is a real Hilbert space, our theorem complements the celebrated proximal point algorithm of Martinet and Rockafellar. Furthermore, our convergence theorem is applied to approximate a solution of a Hammerstein integral equation in our general setting. Finally, numerical experiments are presented to illustrate the convergence of our algorithm. 
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