Dictionary-Restricted First-Order Descent Methods: Bounds and Convergence Rates

Miguel Berasategui, Pablo M. Berná, Antonio Falcó

This paper develops a general theory for first-order descent methods whose search directions are restricted to a prescribed dictionary in a reflexive Banach space. Instead of assum…