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E89055
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遺傳演算法應用於資訊專業人員遴選之研究
The Application of Genetic Algorithms to Selection of Information Professionals
1.蔡燿全
1.Yao-chuan Tsai
1.國立成功大學企業管理系
1.Department of Business Administration, National Cheng Kung University
001,002,003,004
1.國立成功大學企業管理系
1.Department of Business Administration, National Cheng Kung University
002
1.行政院國家科學委員會
1.National Science Council
A.14 計畫執行期間(起):1999-08-01
A.14 計畫執行期間(訖):2000-07-31
1999-12-012000-04-30
A.16 收到日期:2000-10-11
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資訊業、服務業、製造業之資訊部門主管

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C.2 聯絡日期:2000-10-23
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1.國立成功大學企業管理系
1.Department of Business Administration, National Cheng Kung University
1
C.7 資料公開日期:2000-08-01
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1.多準則決策
2.資訊人員遴選
3.遺傳演算法
1.Genetic Algorithms
2.Multicriteria Decision
3.Selection of Information Professionals
根據一些研究指出到公元二千年,台灣地區合適之資訊專業人員將呈現嚴重供需失衡的狀態,許多企業也為了遴選合適的資訊專業人員而煩惱。為彌補資訊專業人員短缺的現象,透過正規的教育管道雖可提高人才的供應量,但需花費較長的時間而緩不濟急,因此如何遴選優秀的資訊專業人員乃成為企業界所關注的問題之一。本研究以遺傳演算法來學習取得人員遴選準則(Criteria)的權重,降低傳統AHP方法的主觀成分。另外,傳統人員遴選均只有錄用與不錄用的決策,本研究突破此限制,在每個染色體中,除了各準則的權重外,另加入兩個臨界值(Cut-offvalue),使得人員遴選決策更有彈性。最後,本研究結果與AHP做一比較,並討論結果隱含的意義。

Acute competition in the modern business environment has led more and more companies to employ computer technology in the processing of information. Industrial computerization has led to a growing demand for information professionals in recent years. Therefore, the problem of how to select good information professionals has become an increasingly important issue. This study addresses the problem through the employment of Genetic Algorithms (GA). These are used to generate the weightings of various selection criteria for information professionals, and thereby reduce the subjectivity of the AHP method. In addition to the traditional \"yes or no\" decisions for the selection of information professionals, our approach uses two cut-off values for each chromosome, which represent the weighting values, in order to make the selection decisions more flexible. The results of using our approach are compared with the AHP method, and some practical implications are discussed.

D.16 完成檢誤日期:2003-02-21
D.17 預定釋出日期:2003-03-13
D.18 初次釋出日期:2003-01-17
D.19_1 最新版釋出日期:2003-01-17
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10.6141/TW-SRDA-E89055-1
http://efenci.srda.sinica.edu.tw/webview/index.jsp?object=http://efenci.srda.sinica.edu.tw:80/obj/fStudy/E89055
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