基于SPSSPRO软件的高职数学建模竞赛策略研究  

Research on strategy of mathematical modeling competition in higher vocational education based on SPSSPRO software

作　　者：陈本晶 CHEN Benjing(Guangdong Polytechnic of Environmental Protection Engineering,Foshan,Guangdong 528216,China)

机构地区：[1]广东环境保护工程职业学院,广东佛山528216

出　　处：《计算机应用文摘》2022年第22期1-3,共3页Chinese Journal of Computer Application

基　　金：广东环境保护工程职业学院2021年院长基金项目(J422922012312)。

摘　　要：针对高职学生在数学建模竞赛中存在的编程难问题,文章建议使用SPSSPRO软件来避开编程问题,达到和用Matlab,Python编程一样的建模效果。SPSSPRO分析方法的底层算法和SPSS软件是一致的,并且界面友好、功能强大。日前,它拥有200多种算法模型,包含描述统计、综合评价、预测模型、机器学习、规划求解等模块,常用的层次分析法、聚类分析、神经网络四归、遗传算法等模型问题都可以使用SPSSPRO解决,而且是免费使用,可以助力高职学生顺利完成建模竞赛。In view of the difficulties in programming of higher vocational students in mathematical modeling competitions,the paper suggests using SPSSPRO software to avoid programming problems,and can achieve the same modeling effect as using Matlab and Python programming.The underlying algorithm of SPSSPRO analysis method is consistent with SPSS software.and has friendly interface and powerful funetions.At present.it has more than 200 algorithm models,including description statistics,comprehensive evaluation,prediction model,machine learning.planning solution and other modules.The commonly used analytic hierarchy process,clustering analysis.neural network regression,genetic algorithm and other model problems can be solved with SPSSPRO,and it is free of charge.which can help vocational students successfully complete the modeling competition.

关 键 词：高职建模 人工智能 假设检验 描述性分析 机器学习 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]