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Generalized dominance-based rough set approach to security evaluation with imprecise information 被引量:3
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作者 zhao liang xue zhi 《High Technology Letters》 EI CAS 2010年第3期254-262,共9页
The model of grey multi-attribute group decision-making (MAGDM) is studied, in which the attribute values are grey numbers. Based on the generalized dominance-based rough set approach (G-DR- SA), a synthetic secur... The model of grey multi-attribute group decision-making (MAGDM) is studied, in which the attribute values are grey numbers. Based on the generalized dominance-based rough set approach (G-DR- SA), a synthetic security evaluation method is presented. With-the grey MAGDM security evaluation model as its foundation, the extension of technique for order performance by similarity to ideal solution (TOPSIS) integrates the evaluation of each decision-maker (DM) into a group's consensus and obtains the expected evaluation results of information system. Via the quality of sorting (QoS) of G-DRSA, the inherent information hidden in data is uncovered, and the security attribute weight and DMs' weight are rationally obtained. Taking the computer networks in a certain university as objects, the example illustrates that this method can effectively remove the bottleneck of the grey MAGDM model and has practical significance in the synthetic security evaluation. 展开更多
关键词 security evaluation grey number multi-attribute group decision-making (MAGDM) generalized dominance-based rough set approach (G-DRSA)
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