hadamard空间平衡问题的自适应超近端算法的收敛性

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V. Semenov, Yana Vedel, S. Denisov
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引用次数: 0

摘要

提出并研究了Hadamard度量空间中平衡问题近似解的新的迭代超近邻算法。para -meter更新规则不使用双函数的Lipschitz常数的值。与线性搜索类型的规则相反,它不需要计算附加点的双函数值。此外,在算法的初始阶段,步长参数可以随着迭代而增加。对于Lipschitz型伪单调双函数,我们证明了收敛定理。结果表明,所提算法适用于Hilbert空间中的伪单调变分不等式。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
CONVERGENCE OF ADAPTIVE EXTRA-PROXIMAL ALGORITHMS FOR EQUILIBRIUM PROBLEMS IN HADAMARD SPACES
New iterative extra-proximal algorithms have been pro\-posed and investigated for approximate solution of problems of equilibrium in Hadamard metric spaces. The para\-meter update rule does not use the values of the Lipschitz constants of the bifunction. In contrast to the rules of the linear search type, it does not require calculations of the bifunction values at additional points. In addition, at the initial stages of the algorithms, the step size parameter can increase from iteration to iteration. For pseudo-monotone bifunctions of the Lipschitz type we proved convergence theorems. It is shown that the proposed algorithms are applicable to pseudo-monotone variational inequalities in Hilbert spaces.
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