| 泛综合评价信息集成框架求解算法及应用 |
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| 引用本文： | 易平涛,李伟伟,郭亚军. 泛综合评价信息集成框架求解算法及应用[J]. 中国管理科学, 2015, 23(10): 131-138. DOI: 10.16381/j.cnki.issn1003-207x.2015.10.015 |
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| 作者姓名： | 易平涛 李伟伟 郭亚军 |
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| 作者单位： | 东北大学工商管理学院, 辽宁 沈阳 110004 |
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| 基金项目： | 国家自然科学基金资助项目(71071031);中央高校教育部基本科研专项资金资助项目(N130406004) |
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| 摘 要： | 针对多信息来源、多数据结构的复杂评价问题,对传统评价模式进行拓展并提出了泛综合评价的方法。泛综合评价理论主要为复杂评价信息的整合及求解提供支撑,具体而言主要采用构建信息融合框架的方式对不同类别与结构的多源信息进行整合,并通过随机模拟仿真的方法对信息融合框架的求解算法进行了探讨。由于信息融合框架中包含信息的复杂性增加了框架的求解成本,因而进一步分析了信息集成框架的简化求解算法,并通过算例的方式对信息集成框架简化求解算法的有效性进行了验证。简化求解算法的研究提升了泛综合评价在实际应用中的可操作性。"区域发展绩效的参与式评价"算例的构建,说明泛综合评价的理论为不同利益主体之间的民主决策提供了可能。本文的研究可为大数据背景下群体智慧的挖掘、民主决策的结果分析等实际应用问题提供理论和技术支撑。
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| 关 键 词： | 综合评价 泛综合评价 信息集成框架 求解算法 随机模拟 |
| 收稿时间： | 2013-09-24 |
| 修稿时间： | 2015-03-03 |
Information Integrated Frameworkand Its Algorithm of Generic Comprehensive Evaluation and the Applications |
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| YI Ping-tao,LI Wei-wei,GUO Ya-jun. Information Integrated Frameworkand Its Algorithm of Generic Comprehensive Evaluation and the Applications[J]. Chinese Journal of Management Science, 2015, 23(10): 131-138. DOI: 10.16381/j.cnki.issn1003-207x.2015.10.015 |
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| Authors: | YI Ping-tao LI Wei-wei GUO Ya-jun |
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| Affiliation: | School of Business Administration, Northeastern University, Shenyang 110004, China |
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| Abstract: | To problems with multi-sources and diverse information, the traditional evaluation model is extended, and a new method called generic comprehensive evaluation is provided. This method centers on the fusion of complex information and its associated algorithm. Particularly, a framework is built to integrate various types and structured information, and the stochastic simulation technology is used to discuss the algorithm of the framework. Because the algorithm cost increases as the complexity of information in the framework, further a type of simplified algorithm is proposed. The validity of this simplified algorithm is illustrated by numerical examples. And the theory of generic comprehensive evaluation can be handled easily by the using of simplified algorithm. The case of "performance evaluation of region's development by multi-participants" illustrates that generic evaluation makes democratic decision among different benefits become possible. The achievements of this paper can provide support for the questions such as discovery of collective wisdom under big-data background, analysis of democratic decision making results, and so on. |
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| Keywords: | comprehensive evaluation generic comprehensive evaluation information integrated framework solving algorithm stochastic simulation |
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