Averaged Heavy Ball Method


It is proposed a new approach to the classic Heavy ball method called the Averaged Heavy ball method for unconstrained optimization. This method reduces the peak effect, thereby providing a better convergence rate in the initial iterations. It is provided analysis for the quadratic case and conduct numerical experiments justifying the theory for a wider class of problems. Best talk Award.