Strong and Weak Convergence of the Modified Proximal Point Algorithms in Hilbert Space

摘要

For a monotone operator , we shall show weak convergence of Rockafellar's proximal point algorithm to some zero of and strong convergence of the perturbed version of Rockafellar's to under some relaxed conditions, where is the metric projection from onto . Moreover, our proof techniques are simpler than some existed results.