The Single Machine Scheduling (SMS) problem with Multiple Objective Function (MOF) is one of the most representative problems in the scheduling area. In this paper, we consider the SMS problem with linear earliness and quadratic tardiness costs, and no machine idle time. The chosen method is based on memetic algorithm and genetic algorithm. For this purpose, Genetic Algorithms (GA) are a popula...