数学建模竞赛中使用AI的探索研究

Research on the Use of AI in Mathematical Modeling Competitions

本文深入探讨了人工智能(AI)在数学建模竞赛中的应用,并就其面临的挑战和解决方案进行了分析.首先,分析了AI在润色论文、编写代码和提供框架思路等方面的优势,并展望了其未来在数学建模竞赛中的应用潜力;其次,对AI在数学建模竞赛中的准确性、局限性、严谨性、诚信风险性和同质化等方面可能引发的问题进行了探讨,并提出了相应的解决方案,如引导AI进行正确建模和修正错误方案;最后,分别为竞赛者与竞赛组织方提出了相关建议.通过对问题的详尽剖析,提出可行的解决方案,并展望其在未来发展中的潜力,为AI技术在数学建模竞赛中的有效应用提供了全面建议和策略参考.

This article provides a thorough exploration of the application of AI in mathematical contest in modeling,analyzing the challenges it presents and offering solutions.Firstly,the article assesses the advantages of AI in tasks such as refining papers,coding,and providing conceptual frameworks,while also projecting its potential for future use in mathematical contest in modeling.Secondly,it discusses potential issues AI may face regarding accuracy,limitations,rigor,integrity risks,and homogenization in mathematical contest in modeling,and suggests corresponding solutions,such as guiding AI in accurate modeling and rectifying erroneous solutions.Furthermore,the article presents a series of related recommendations,including strengthening collaboration between AI and human participants,enhancing AI′s data processing capabilities,refining model evaluation methods,and fostering innovative applications of AI algorithms.Overall,through comprehensive analysis of the issues,proposal of solutions,and anticipation of future developments,this article provides deep insights and comprehensive recommendations for the application of AI in mathematical contest in modeling.