变分不等式条件数定理的上界

Tullio Zolezzi
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引用次数: 0

摘要

研究考虑了巴拿赫空间中的非线性变分不等式。引入了关于右边的(绝对)条件数概念。定义了变分不等式之间的距离。我们证明,与适当限制的无条件变分不等式之间的距离,从上面看是以条件数倒数的倍数为界的。通过使用同伴论文 [14] 中的类似下界,我们得到了变分不等式的完整条件数定理。我们还考虑了凸优化问题的特殊情况。处理优化问题的已知结果由此得到了推广。
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An upper bound for a condition number theorem of variational inequalities
Nonlinear variational inequalities in Banach spaces are considered. A notion of (absolute) condition number with respect to the right-hand side is introduced. A distance among variational inequalities is defined. We prove that the distance to suitably restricted ill-conditioned variational inequalities is bounded from above by a multiple of the reciprocal of the condition number. By using an analogous lower bound of the companion paper [14], we obtain a full condition number theorem for variational inequalities. The particular case of convex optimization problems is also considered. Known results dealing with optimization problems are thereby generalized.
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