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基于ANP-SVR的高校新专业设置优化分析
引用本文:薛晖,杨凡,李星.基于ANP-SVR的高校新专业设置优化分析[J].数学的实践与认识,2011,41(8).
作者姓名:薛晖  杨凡  李星
作者单位:1. 天津大学继续教育学院,天津,300072
2. 南开大学数学科学学院,天津,300072
3. 中南大学数学科学与计算技术学院,湖南长沙,410083
摘    要:随着新专业的设置问题越来越多地成为各个高校普遍面对的发展问题,人们逐渐意识到决策过程中的滞后性、盲目性、片面性问题给专业设置工作乃至于该专业的生命力和竞争力带来的负面影响.运用ANP-SVR算法深入分析了高校新专业设置过程中的主要问题及其内部包含的各种因素,利用10个专业进行建模分析,并利用SVR,算法对3个拟建专业进行回归分析,得到了理想结果.方法将主观决策数字化,为高校的决策者提供了一种解决问题的新方法.

关 键 词:新专业设置  网络分析法(ANP)  支持向量机回归(SVR)  优化分析

The Research on the Optimizing Analysis of New Majors Set Based on ANP-SVR
XUE Hui,YANG Fan,LI Xing.The Research on the Optimizing Analysis of New Majors Set Based on ANP-SVR[J].Mathematics in Practice and Theory,2011,41(8).
Authors:XUE Hui  YANG Fan  LI Xing
Institution:XUE Hui~1,YANG Fan~2,LI Xing~3 (1.School of Continuing Education,Tianjin University,300072) (2.School of Mathematical Sciences,Nankai University,300072) (3.College of Mathematical Science and Computing Technology,Central South University,410083)
Abstract:Most universities are faced with a new development problem of setting new majors, and it is gradually realized that delay,blindness and lopsidedness in the deciding procedures seriously impact the vitality and competitiveness of the new majors.Here ANP-SVR is used for analyzing the emphases as well as the including factors.It used ten subjects to establish the model and analyzed three subjects that to be set.The result is satisfying and quantities the subjective decisions and offered the leaders and decider...
Keywords:setting new majors  analytical network process(ANP)  support vector machine regression(SVR)  optimizing analysis  
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