Can I read Line Search and Trust-Region Methods for Convex-Composite Optimization on EtoBox?

Line Search and Trust-Region Methods for Convex-Composite Optimization by Burke, James V.; Engle, Abraham is a scholarly article available to read on EtoBox.

What is Line Search and Trust-Region Methods for Convex-Composite Optimization about?

We consider descent methods for solving non-finite valued nonsmooth convex-composite optimization problems that employ Gauss-Newton subproblems to determine the iteration update. Specifically, we establish the global convergence properties for descent methods that use a backtracking line search, a weak Wolfe line search, or a trust-region update. All of these approaches are designed to exploit the structure associated with convex-composite problems.

Author

Burke, James V.; Engle, Abraham

Published

2018

Language

EN