A Regularized Gradient Projection Method for the Minimization Problem
Yonghong Yao, Shin Min Kang, Jigang Wu, Pei-Xia Yang · Journal of Applied Mathematics · 2012
We investigate the following regularized gradient projection algorithm xn+1 = Pc(I − γn(∇f + αnI))xn, n ≥ 0. Under some different control conditions, we prove that this gradient projection algorithm strongly converges to the minimum norm solution of the minimization problem minx∈Cf(x).