An iterative method for solving split minimization problem in Banach space with applications
Buletinul Academiei de Ştiinţe a Republicii Moldova. Matematica, no. 1 (2021), pp. 3-30
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The purpose of this paper is to study an approximation method for finding a solution of the split minimization problem which is also a fixed point of a right Bregman strongly nonexpansive mapping in $p$-uniformly convex real Banach spaces which are also uniformly smooth. We introduce a new iterative algorithm with a new choice of stepsize such that its implementation does not require a prior knowledge of the operator norm. Using the Bregman distance technique, we prove a strong convergence theorem for the sequence generated by our algorithm. Further, we applied our result to the approximation of solution of inverse problem arising in signal processing and give a numerical example to show how the sequence values are affected by the number of iterations. Our result in this paper extends and complements many recent results in literature.
@article{BASM_2021_1_a0,
author = {L. O. Jolaoso and F. U. Ogbuisi and O. T. Mewomo},
title = {An iterative method for solving split minimization problem in {Banach} space with applications},
journal = {Buletinul Academiei de \c{S}tiin\c{t}e a Republicii Moldova. Matematica},
pages = {3--30},
publisher = {mathdoc},
number = {1},
year = {2021},
language = {en},
url = {http://geodesic.mathdoc.fr/item/BASM_2021_1_a0/}
}
TY - JOUR AU - L. O. Jolaoso AU - F. U. Ogbuisi AU - O. T. Mewomo TI - An iterative method for solving split minimization problem in Banach space with applications JO - Buletinul Academiei de Ştiinţe a Republicii Moldova. Matematica PY - 2021 SP - 3 EP - 30 IS - 1 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/BASM_2021_1_a0/ LA - en ID - BASM_2021_1_a0 ER -
%0 Journal Article %A L. O. Jolaoso %A F. U. Ogbuisi %A O. T. Mewomo %T An iterative method for solving split minimization problem in Banach space with applications %J Buletinul Academiei de Ştiinţe a Republicii Moldova. Matematica %D 2021 %P 3-30 %N 1 %I mathdoc %U http://geodesic.mathdoc.fr/item/BASM_2021_1_a0/ %G en %F BASM_2021_1_a0
L. O. Jolaoso; F. U. Ogbuisi; O. T. Mewomo. An iterative method for solving split minimization problem in Banach space with applications. Buletinul Academiei de Ştiinţe a Republicii Moldova. Matematica, no. 1 (2021), pp. 3-30. http://geodesic.mathdoc.fr/item/BASM_2021_1_a0/