A new simultaneous subgradient projection algorithm for solving a multiple-sets split feasibility problem |
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Authors: | Yazheng Dang Yan Gao |
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Affiliation: | 1. School of Management, University of Shanghai for Science and Technology, 200093, Shanghai, People’s Republic of China
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Abstract: | In this paper, we present a simultaneous subgradient algorithm for solving the multiple-sets split feasibility problem. The algorithm employs two extrapolated factors in each iteration, which not only improves feasibility by eliminating the need to compute the Lipschitz constant, but also enhances flexibility due to applying variable step size. The convergence of the algorithm is proved under suitable conditions. Numerical results illustrate that the new algorithm has better convergence than the existing one. |
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