Abstract
Innovation and entrepreneurship (IAE) education in universities is an important way to promote IAE among college students. In order to improve the quality of IAE education in universities, it is necessary to optimize the allocation of its resources. Through the analysis of IAE education resources in colleges and universities, this paper combined PSO (Particle Swarm Optimization) to optimize the allocation of resources, and achieved certain results in practical applications. This paper studied the resource allocation model, defined the optimization objective function, and used PSO for optimization calculation. Experimental data showed that when the number of iterations was 100, it took the longest time, but the optimization effect was the best. The optimization scheme of PSO can effectively improve the effect of IAE practice in colleges and universities, thus promoting the cultivation of students’ innovation spirit and entrepreneurial ability, and providing an effective optimization idea for colleges and universities.
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