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Ranking all decision making units based on their elementary differences 被引量:1

Ranking all decision making units based on their elementary differences
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摘要 Traditional DEA-based ranking techniques have some pitfalls such as ignoring the inherent differences among decision making units (DMUs), or lacking a common weight-based ranking, etc. To overcome these obstacles, the paper first examines the possible differences among all DMUs such as the technical efficiency difference, the preference structure difference and the within-group position difference. Based upon the above differences this paper induces an integrated ranking measurement which helps to give a fair and full ranking for all DMUs under evaluation. Following the three types of differences, this approach behaves greatly elaborately, accurately and reasonably. Finally, the results from the Olympics achievement evaluation approve the acceptability of this approach. Traditional DEA-based ranking techniques have some pitfalls such as ignoring the inherent differences among decision making units (DMUs), or lacking a common weight-based ranking, etc. To overcome these obstacles, the paper first examines the possible differences among all DMUs such as the technical efficiency difference, the preference structure difference and the within-group position difference. Based upon the above differences this paper induces an integrated ranking measurement which helps to give a fair and full ranking for all DMUs under evaluation. Following the three types of differences, this approach behaves greatly elaborately, accurately and reasonably. Finally, the results from the Olympics achievement evaluation approve the acceptability of this approach.
机构地区 Management School
出处 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第4期732-740,共9页 系统工程与电子技术(英文版)
基金 supported partly by the National Natural Science Fundation of China for Innovative Research Groups(T0821001) the National Natural Science Fundation of China(70801056) University of Science and Technology of China Science Funds for Young Scholars.
关键词 data envelopment analysis technical efficiency preference structure within-group position cluster analysis ranking. data envelopment analysis, technical efficiency, preference structure, within-group position, cluster analysis, ranking.
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