Decision Making for Postgraduate Training Based on Differential Evolution Algorithm
Lei Sun, Fenglin Liu, Xiaoyan Gong, Daocheng Cheng, Jie Su, Qixiang Yu · 2024
With the development of education, the speed of knowledge updating and differentiation has increased sharply, and the society's demand for talents of different levels and specifications has promoted the diversified development pattern of postgraduate student ability training. Unlike undergraduate education, postgraduate education focuses on cultivating students' research systematic, innovative, and independent. The difficulty is that each student's personality and background are different, and it cannot be cultivated with standard model. The postgraduate education reflects the characteristics of uniformity in terms of goals, training methods, and degree types. The goal of professional postgraduate training is to cultivate workers engaged in teaching and scientific research, especially with certain scientific research ability, and can independently carry out relevant scientific research work. According to the different stages of postgraduate students training and the different training objectives, the cultivation of professional postgraduate research ability based on differential evolution algorithm is proposed, combined with the evolution of the previous ability, the specific implementation experience of postgraduate training carried out good results.