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Application of Neutrosophic Multiple Criteria Decision Making in Unmanned System

机译:中智多准则决策在无人系统中的应用

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The multiple criteria decision making (MCDM) is universal and applicable for plenty of unmanned systems which are widely concerned in civil and military fields due to their adaptability and safety. The contributing factors of decision making in unmanned systems are complicated due to the inhomogeneity and nondeterminacy of environment and the relative importance of criteria. Consequently, these critical factors fail to be considered felicitously in many traditional methods. In this paper, a neutrosophic MCDM approach is proposed to mitigate this matter. The neutrosophic set generated from collected information of multiple sources would be fused by the aggregation operator to obtain the decision matrix, then the weights of criteria would be obtained via the proposed method based on the decision matrix, and the decision results could be determined by the aggregation operator and defuzzification method of aggregated neutrosophic set. The application of neutrosophic set can handle numerous uncertain matters in unmanned systems. Finally, an example was provided to illustrate the reasonableness and stability of the proposed approach.
机译:多标准决策(MCDM)具有普遍性,适用于许多因其适应性和安全性而在民用和军事领域引起广泛关注的无人系统。由于环境的不均匀性和不确定性以及标准的相对重要性,无人系统决策的影响因素变得复杂。因此,在许多传统方法中都无法恰当地考虑这些关键因素。在本文中,提出了一种中智MCDM方法来减轻此问题。聚合算子融合从多个来源收集的信息生成的中智集合,以获取决策矩阵,然后基于该决策矩阵,通过所提出的方法获得准则的权重,并由决策者确定决策结果。集合中子集的集合算子和解模糊方法。中智集的应用可以处理无人系统中的许多不确定性问题。最后,提供了一个例子来说明所提出方法的合理性和稳定性。

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