The hybrid algorithm combines the natural evolution property (such as inheritance, selection, mutation and crossover) of Genetic algorithm and the particular ability of the Bees algorithm to avoid local optima. The approach is tested over 14 real world data which is taken from the Faculty of Information Technology, HCMC University of Science in Vietnam and compared with previous works. The results demonstrate that our approach is able to produce high quality solutions against others that appear in the literature.