Ueda, Kenji; Yamashita, Nobuo - In: Computational Optimization and Applications 59 (2014) 1, pp. 321-351
In this paper, we propose a regularized Newton method without line search. The proposed method controls a regularization parameter instead of a step size in order to guarantee the global convergence. We show that the proposed algorithm has the following convergence properties. (a) The proposed...