(1天津工業大學計算機科學與軟件,天津300387)(2天津工業大學應用技術學院,天津300160)
中圖分類號:TP399
摘要:建設和諧校園是培養高素質人才的需要,是高校自身科學發展的必然要求。本文基于和諧校園評價指標體系,以改進的層次分析法(AHP)為基礎,改良其中定量分析的缺失,并彌補了層次分析法主觀性強的特點,與此同時綜合運用改進的,符合層次分析法數據要求的遺傳算法(GA)建立數據挖掘模型,針對給定和諧校園評價指標間的關系做出了科學定量分析。為和諧校園方面的評價指標量化工作提供了廣闊前景。
關鍵詞:數據挖掘;和諧校園;層次分析法(AHP);遺傳算法(GA)
The harmonious campus evaluation system oriented Analytical Hierarchy Process and Genetic Algorithm research
SONG Ben1,YU Jun-le2
(1School of Computer Science and Software Technology,Tianjin Polytechnic University Tianjin 300387 China)
(2School of applied technology,Tianjin Polytechnic University Tianjin 300160 China)
Abstract: The construction of harmonious-campus is the need of training high quality talents, is the inevitable requirement of university's scientific development. This article is based on the evaluation index system of harmonious-campus, on the basis of the improved analytic hierarchy process (AHP) to improve the lack of quantitative analysis and remedy the shortcoming of strong subjectivity,furthermore synthetically applied genetic algorithm (GA) which is accorded with data demand of analytic hierarchy process (AHP) to construct a data mining model,It makes a scientific quantitative analysisa which direct at the relationship between the harmonious campus evaluation index by given. What is said above would provide a broad prospect for the quantitative work of harmonious campus evaluation index.
Key words: Data mining; Harmonious-campus; Analytical Hierarchy Process; Genetic Algorithm
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基金項目:天津市教育科學“十二五”規劃重點課題(HE2001)
作者簡介:
宋奔,男,1988,學歷:碩士;學位:碩士研究生,研究方向:計算機應用
于俊樂,男,1959,職稱:副教授,研究方向:數理統計、計算機科學