Before revision:  The procedure is based on a direct solution method that comprises two phases: backward elimination and forward determination (substitution ) of the unknown parameters.
After revision:  The procedure follows a method that comprises two phases: backward elimination and forward determination (substitution ) of the unknown parameters.