A Battlefields Survivability Evaluation Model of Operation Information System Based on Rough Set and Multi-level Grey Theory

2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics Pub Date : 2013-08-26 DOI:10.1109/IHMSC.2013.101

Jibin Li, Lin Zhao, Yanbiao Chen, Ye Wang

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Abstract

According to the analysis of problems existed in grey evaluation model of operation information system assessment, Based on the rough set theory, a grey comprehensive evaluation model Based on rough set attribute reduction. This paper discusses the evaluation process of the model, the multi-level and the establishment of a operation information system survivability evaluation index system, has carried on the example analysis combining the actual operation information system. The results show that, the rough set theory and the grey comprehensive evaluation model Based on multiple levels, in the premise of not affecting the key information, to maximize the elimination of redundant information, eliminate dependency relationships between indexes in whole or in part, reduces the influence of subjective factors in evaluation, improve the effectiveness and objectivity refers to essential information system evaluation conclusion. Provides the theory basis for the actual use of scientific evaluation information command system.

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基于粗糙集和多层次灰色理论的作战信息系统战场生存能力评价模型

在分析运营信息系统评价灰色评价模型存在问题的基础上，基于粗糙集理论，提出了一种基于粗糙集属性约简的灰色综合评价模型。本文探讨了模型的评价过程，并建立了多层次的作战信息系统生存能力评价指标体系，结合实际作战信息系统进行了实例分析。结果表明，基于粗糙集理论和灰色多层次综合评价模型，在不影响关键信息的前提下，最大限度地消除了冗余信息，全部或部分地消除了指标之间的依赖关系，减少了主观因素对评价的影响，提高了评价结论的有效性和客观性。为实际使用科学的评估信息指挥系统提供理论依据。

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2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics

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