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Hybrid proximal linearized algorithm for the split DC program in infinite-dimensional real Hilbert spaces
Chih-Sheng Chuang1, Pei-Jung Yang1
1Department of Applied Mathematics, National Chiayi University, Chiayi, Taiwan.
Abstract:
To be the best of our knowledge, the convergence theorem for the DC program and split DC program are proposed in finite-dimensional real Hilbert spaces or Euclidean spaces. In this paper, to study the split DC program, we give a hybrid proximal linearized algorithm and propose related convergence theorems in the settings of finite- and infinite-dimensional real Hilbert spaces, respectively.
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