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CPT-TODIM method for bipolar fuzzy multi-attribute group decision making and its application to network security service provider selection

机译:双极模糊多属性组决策的CPT-TODIM方法及其在网络安全服务提供商选择中的应用

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摘要

Network security is a very important issue in recent years. For many new or traditional enterprises, utilizing internet to store and analyze data has become an indivisible part of their production and operation. But many enterprises do not have enough ability to ensure the security of information, so the choice of the optimal network security service provider has become a practical problem faced by many ordinary companies. In this paper, we establish bipolar fuzzy interactive multi-criteria decision-making (TODIM) based on the cumulative prospect theory (CPT-TODIM) model for dealing with the problem of multi-attribute group decision making, and this special model is applied to the field of network security about the issue of network security service provider selection. The second and third parts of this paper introduce the knowledge of bipolar fuzzy and the initial CPT-TODIM method. In the fourth part, we discuss the bipolar fuzzy CPT-TODIM model in detail. In the last two parts of this article, the method proposed in this paper is applied to the field of network security provider selection and compared with other methods. The results show that bipolar fuzzy CPT-TODIM method with unique advantages in some aspects is reasonable and effective, and can be applied to more uncertain decision fields. It is hoped that this method can help enterprises make better decisions.
机译:近年来,网络安全是一个非常重要的问题。对于许多新的或传统企业,利用互联网存储和分析数据已成为其生产和运营的不可分割的一部分。但许多企业没有足够的能力来确保信息的安全性,因此最优网络安全服务提供商的选择已成为许多普通公司面临的实际问题。在本文中,我们基于累积前景理论(CPT-TODIM)模型来建立双极模糊交互式多标准决策(TODIM),用于处理多属性组决策问题的问题,并且该特殊模型适用于关于网络安全服务提供商选择问题的网络安全领域。本文的第二和第三部分介绍了双极模糊和初始CPT-TODIM方法的知识。在第四部分中,我们详细讨论了双极模糊CPT-TODIM模型。在本文的最后两个部分中,本文提出的方法应用于网络安全提供商选择的领域,并与其他方法进行比较。结果表明,在某些方面具有独特优点的双极模糊CPT-TODIM方法是合理且有效的,可以应用于更不确定的决策领域。希望这种方法可以帮助企业做出更好的决定。

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