A Smoothing Algorithm for l1 Support Vector Machines

Ibrahim Emirahmetoglu, Jeffrey Hajewski, Suely Oliveira +1

A smoothing algorithm is presented for solving the soft-margin Support Vector Machine (SVM) optimization problem with an ${\ell }^1$ penalty. This algorithm is designed to require a…