Article ID: | iaor20111980 |
Volume: | 148 |
Issue: | 3 |
Start Page Number: | 580 |
End Page Number: | 592 |
Publication Date: | Mar 2011 |
Journal: | Journal of Optimization Theory and Applications |
Authors: | Iiduka Hideaki |
Keywords: | combinatorial optimization |
Many practical problems such as signal processing and network resource allocation are formulated as the monotone variational inequality over the fixed point set of a nonexpansive mapping, and iterative algorithms to solve these problems have been proposed. This paper discusses a monotone variational inequality with variational inequality constraint over the fixed point set of a nonexpansive mapping, which is called the triple‐hierarchical constrained optimization problem, and presents an iterative algorithm for solving it. Strong convergence of the algorithm to the unique solution of the problem is guaranteed under certain assumptions.