[HTML][HTML] A globally convergent BFGS method with nonmonotone line search for non-convex minimization

Y Xiao, H Sun, Z Wang - Journal of computational and applied mathematics, 2009 - Elsevier
In this paper, we propose a modified BFGS (Broyden–Fletcher–Goldfarb–Shanno) method
with nonmonotone line search for unconstrained optimization. Under some mild conditions …

A globally convergent BFGS method for nonconvex minimization without line searches

L Zhang - Optimization Methods and Software, 2005 - Taylor & Francis
In this paper, by using a so-called fixed steplength strategy, we propose a BFGS method
without use of line searches for unconstrained optimization. Under mild conditions, we show …

Global convergence of a family of modified BFGS methods under a modified weak-Wolfe–Powell line search for nonconvex functions

S Bojari, MR Eslahchi - 4OR, 2020 - Springer
In this paper, we consider an unconstrained optimization problem and propose a new family
of modified BFGS methods to solve it. As it is known, classic BFGS method is not always …

[HTML][HTML] A modified BFGS method and its global convergence in nonconvex minimization

DH Li, M Fukushima - Journal of Computational and Applied Mathematics, 2001 - Elsevier
In this paper, we propose a modification of the BFGS method for unconstrained optimization.
A remarkable feature of the proposed method is that it possesses a global convergence …

Global convergence analysis of a new nonmonotone BFGS algorithm on convex objective functions

J Han, G Liu - Computational Optimization and Applications, 1997 - Springer
In this paper, a new nonmonotone BFGS algorithmfor unconstrained optimization is
introduced. Under mild conditions, the global convergence of this new algorithm on convex …

[HTML][HTML] Global convergence of the nonmonotone MBFGS method for nonconvex unconstrained minimization

W Zhou, L Zhang - Journal of computational and applied mathematics, 2009 - Elsevier
In this paper, we propose a new nonmonotone Armijo type line search and prove that the
MBFGS method proposed by Li and Fukushima with this new line search converges globally …

On the global convergence of the BFGS method for nonconvex unconstrained optimization problems

DH Li, M Fukushima - SIAM Journal on Optimization, 2001 - SIAM
This paper is concerned with the open problem of whether the BFGS method with inexact
line search converges globally when applied to nonconvex unconstrained optimization …

Adaptive scaling damped BFGS method without gradient Lipschitz continuity

G Yuan, M Zhang, Y Zhou - Applied Mathematics Letters, 2022 - Elsevier
Abstract The Broyden–Fletcher–Goldfarb–Shanno (BFGS) method plays an important role
among the quasi-Newton algorithms for nonconvex and unconstrained optimization …

New cautious BFGS algorithm based on modified Armijo-type line search

Z Wan, S Huang, XD Zheng - Journal of Inequalities and Applications, 2012 - Springer
In this paper, a new inexact line search rule is presented, which is a modified version of the
classical Armijo line search rule. With lower cost of computation, a larger descent magnitude …

A new modified BFGS method for unconstrained optimization problems

R Dehghani, N Bidabadi, MM Hosseini - Computational and Applied …, 2018 - Springer
Using chain rule, we propose a modified secant equation to get a more accurate
approximation of the second curvature of the objective function. Then, based on this …