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A Hybrid Inertial Projection-Proximal Method for Variational Inequalities

机译:变分不等式的混合惯性投影-近距离方法

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The hybrid proximal point algorithm introduced by Solodov and Svaiter allowing significant relaxation of the tolerance requirements imposed on the solution of proximal subproblems will be combined with the inertial method introduced by Alvarez and Attouch which incorporates second order information to achieve faster convergence. The weak convergence of the resulting method will be investigated for finding zeroes of a maximal monotone operator in a Hilbert space.
机译:Solodov和Svaiter引入的混合近端点算法可以显着放松对近端子问题的解决方案所施加的公差要求,并将与Alvarez和Attouch引入的惯性方法相结合,后者结合了二阶信息以实现更快的收敛。为了找到希尔伯特空间中最大单调算子的零点,将研究所得方法的弱收敛性。

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