The simplex method is a systematic procedure for solving linear programming problems. Initially, the objective function is rewritten, ensuring it is positive and set to zero. Slack variables are introduced to transform inequalities into equalities, a necessary step since the method operates exclusively with less-than-or-equal inequalities.