史常亮 金彦平.熵权灰色关联的科技投入产出效率评价模型[J].中国科技资源导刊,2013,(6):7~11 |
熵权灰色关联的科技投入产出效率评价模型 |
Model of Evaluation on the Efficiency of the Input and Output of Science and Technology Basedon Entropy and Gray Relevant |
投稿时间:2013-07-03 |
DOI: |
中文关键词: 科技投入;科技产出;科技效率评价;投入产出指标体系;灰色关联分析;熵权法 |
英文关键词: S&T input, S&T output, science and technology capability assessment, input-output system, gray relevant
analysis, entropy |
基金项目: |
作者 | 单位 | 史常亮 金彦平 | 北京林业大学经济管理学院,北京 100083) |
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中文摘要: |
在构建科技投入产出综合指标体系的基础上,提出了一个基于熵权和灰色关联分析的科技投入产出效率
评价模型。该模型应用熵权法确定各评价指标的客观权重,克服了原始灰色关联中指标平权和专家赋值的不足。同
时,熵权法与灰色关联分析法相结合充分利用了各指标的全部信息,且充分发挥了灰色关联适合具有一定灰度小样本
事件的优势。最后通过实例验证了该模型的有效性和适用性。 |
英文摘要: |
We propose a new model of evaluation on the efficiency of the input and output of science and technology
based on entropy and gray relevant analysis. Entropy is used to determine the weight of assessment indicators, which
remedy the insufficiency of average index weight and experts assigned index weight in original grey correlation. The
combination of entropy weight with grey correlation analysis can fully utilize overall information of each index and
give full play to the superiority of grey correlation that it is suitable for small sample events with a certain gray level.
Finally, an example is used to prove the model is effective and applicable. |
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