Abstract
In recent years there has been increasing interest in very large optimization problems, such as applications related to the Internet, machine learning, telecommunications and the financial market. In many problems we don't have access to the Hessian matrix and, in large problems, the use of Hessians requires substantial computational effort. To get around this problem, we need to use firs…