Weak convergence theorem for zero points of inverse strongly monotone mapping and fixed points of nonexpansive mapping in Hilbert space |
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Authors: | Ming Tian Bing-Nan Jiang |
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Affiliation: | 1. College of Science, Civil Aviation University of China, Tianjin, China.;2. Tianjin Key Laboratory for Advanced Signal Processing, Civil Aviation University of China, Tianjin, China.mtian@cauc.edu.cn |
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Abstract: | We know that variational inequality problem is very important in the nonlinear analysis. For a variational inequality problem defined over a nonempty fixed point set of a nonexpansive mapping in Hilbert space, the strong convergence theorem has been proposed by I. Yamada. The algorithm in this theorem is named the hybrid steepest descent method. Based on this method, we propose a new weak convergence theorem for zero points of inverse strongly monotone mapping and fixed points of nonexpansive mapping in Hilbert space. Using this result, we obtain some new weak convergence theorems which are useful in nonlinear analysis and optimization problem. |
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Keywords: | Iterative method variational inequality zero point fixed point nonexpansive mapping weak convergence hybrid steepest descent method |
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