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连续非单调变分不等式的一种惯性投影算法
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作者 叶明露 黄明 《运筹学学报(中英文)》 CSCD 北大核心 2024年第2期81-92,共12页
一种求解非单调变分不等式问题的投影算法(IPA)由Ye (2022)提出。IPA无需变分不等式的映射具有任何的单调性,仅在映射连续且对偶变分不等式解集非空的条件下得到了算法的全局收敛性。本文提出了惯性的IPA算法,并在相同的假设下证明了新... 一种求解非单调变分不等式问题的投影算法(IPA)由Ye (2022)提出。IPA无需变分不等式的映射具有任何的单调性,仅在映射连续且对偶变分不等式解集非空的条件下得到了算法的全局收敛性。本文提出了惯性的IPA算法,并在相同的假设下证明了新算法的全局收敛性。数值实验表明,惯性方法能加速IPA。 展开更多
关键词 变分不等式 投影算法 非单调 惯性方法
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A New Modified Two-Subgradient Extragradient Algorithm for Solving Variational Inequality Problems 被引量:2
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作者 Jiaxin CHEN minglu ye 《Journal of Mathematical Research with Applications》 CSCD 2022年第4期402-412,共11页
In this paper,we propose a modified two-subgradient extragradient algorithm(MTSEGA)for solving monotone and Lipschitz continuous variational inequalities with the feasible set being a level set of a smooth convex func... In this paper,we propose a modified two-subgradient extragradient algorithm(MTSEGA)for solving monotone and Lipschitz continuous variational inequalities with the feasible set being a level set of a smooth convex function in Hilbert space.The advantage of MTSEGA is that all the projections are computed onto a half-space per iteration.Moreover,MTSEGA only needs one computation of the underlying mapping per iteration.Under the same assumptions with the known algorithm,we show that the sequence generated by this algorithm is weakly convergent to a solution of the concerned problem. 展开更多
关键词 two-subgradient extragradient algorithm MONOTONE Lipschitz continuous variational inequality Hilbert space
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