Solving a TRS which has linear inequality constraints

In this work we present a new algorithm for solving the augmented trust-region subproblem with a set of additional linear inequality constraints. The method can be considered a generalization of previous published methods [10]. We discuss the additional types of problems our formulation can solve and reproduce regularized large-scale inverse-problem results from image processing in our general framework.