Finding a solution of split null point of the sum of monotone operators without prior knowledge of operator norms in Hilbert spaces

Abstract

In this paper, we consider the split monotone variational inclusion problem in Hilbert spaces. By assuming the existence of solutions, we introduce an iterative algorithm, in which the stepsizes does not need any prior information about the operator norm, and show its convergence theorem. Some applications and numerical experiments of the considered problem are also discussed.