Research on Employment-Oriented Talent Cultivation Model for the Pathway from Vocational Education to Higher Education Based on Computational Optimization

In recent years, socio-economic development and the process of massification of vocational education have been accelerating.The article surveys the current situation of the articulation between vocational education and undergraduate education through questionnaires.On this basis, in order to better realize the cultivation of employment-oriented talents, it designs a teaching resource acquisition method based on computational optimization, constructs a crawler search method by fusing genetic algorithm and ant colony algorithm, and realizes automatic clustering by using a clustering algorithm based on the combination of K-mean and particle swarm algorithm in random search direction.The results show that only 23.3% of the students think that there is no duplication of content between vocational and undergraduate education, 89.6% of the students want to set the teaching content according to different needs, and the current talent cultivation for the articulation of vocational and undergraduate education suffers from poor wholeness and monotonous tendency.The proposed crawler search method and automatic clustering method show superior performance and can accurately extract teaching resources and process structured information.Finally, the employment-oriented talent cultivation model is proposed to actively explore the path of integrating vocational and undergraduate education and promote the development of vocational education.