A pioneering self-optimizing teaching method in student-centric seminars was introduced in this paper, in which each student will establish preferred engineering drawing process directed by educators and necessary principles. We presented the working-memory centered mechanism in mental aspect to explain the phenomena. The theoretical mechanism is based on the typical translation between orthographic projection image and perspective image. The first is bonding object into a whole solid. The second is splicing the selected surfaces of objects and tailored them together. Two study groups were determined: an experimental group, who were directed to combine the object-based and surface-based construction methods in the presentations, and a control group, who learned through regular presentations made by an experienced teacher during the same period. The results showed that a significant enhancement in average scores has been achieved in the test among the experimental group in comparison with the control group. The variance of the scores is obviously reduced through the self-optimizing learning strategy, indicating a significant advantage on filling up the ability gaps among students. In fact, the results also indicated that the educator did keep the lesson in high quality. But it is worthy of more attention that the difference of mental manipulation habits between some students and educator may lead to a polarization in score distribution. So the seminar is a promising method to help the students to combine the object-based and surface-based construction methods. A pioneering self-optimizing teaching method in student-centric seminars was introduced in this paper, in which each student will establish preferred engineering drawing process directed by educators and necessary principles. We presented the working-memory centered mechanism in mental aspect to explain the phenomena The first is bonding object and tailored them together. The second is splicing the selected surfaces of objects and tailored them together. Two study groups were determined: an experimental group, who were directed to combine the object-based and surface-based construction methods in the presentations, and a control group, who learned through regular present made by an experienced teacher during the same period. The results showed that a significant enhancement in average scores has been achieved in the test among the experimental group in comparison wi The variance of the scores is significantly reduced through the self-optimizing learning strategy, indicating a significant advantage on filling up the ability gaps among students. In fact, the results also indicated that the educator did keep the lesson in high quality. But it is worthy of more attention that the difference of mental manipulation habits between some students and educator may lead to a polarization in score distribution. So the seminar is a promising method to help the students to combine the object-based and surface- based construction methods.