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Linguistic neutrosophic Hamacher aggregation operators and the application in evaluating land reclamation schemes for mines

机译:语言中智的Hamacher聚合算子及其在矿山土地复垦方案评价中的应用

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摘要

Land reclamation has become a significant way for the improvement of ecological environment in mining areas. When selecting the optimal land reclamation scheme, LNNs (linguistic neutrosophic numbers) are suitable to describe the complex fuzzy evaluation information through linguistic truth, indeterminacy and falsity membership degrees. Furthermore, the Hamacher aggregation operators are good tools to handle multi-criteria decision making problems. Accordingly, the aim of this paper is to extend Hamacher aggregation operators with LNNs and then build a decision making framework for evaluating land reclamation schemes in mining areas. First, new operational laws of LNNs based on Hamacher t-norm and t-conorm are defined. Then, several linguistic neutrosophic Hamacher aggregation operators, including the linguistic neutrosophic Hamacher weighted mean aggregation operators and linguistic neutrosophic Hamacher hybrid weighted mean aggregation operators are developed. Meanwhile, their desirable properties are proved. Thereafter, a method for decision making with linguistic neutrosophic information based on these operators is proposed to deal with complex decision problems. At last, the validity of this method is confirmed by an illustrative example of evaluating the land reclamation schemes in mining areas. In addition, the impact of the parameter in extended Hamacher aggregation operators is discussed. The merits of the proposed method are also highlighted by comparing with other decision making methods. The results show that the proposed linguistic neutrosophic Hamacher aggregation operators have great flexibility and advantages, and can provide powerful ways for the evaluation of land reclamation schemes.
机译:土地开垦已成为改善矿区生态环境的重要途径。在选择最佳土地开垦方案时,LNN(语言中智数)适合通过语言的真实性,不确定性和虚假隶属度来描述复杂的模糊评估信息。此外,Hamacher聚合运算符是处理多准则决策问题的良好工具。因此,本文的目的是用LNN扩展Hamacher聚合算子,然后建立一个评估采矿区土地开垦方案的决策框架。首先,定义了基于Hamacher t-范数和t-conorm的LNN的新操作律。然后,开发了几种语言中智哈马切尔聚合算子,包括语言中智哈马切尔加权平均算子和语言中智哈马切尔混合加权均值算子。同时,证明了它们的理想性能。此后,提出了一种基于语言中智信息基于这些算子进行决策的方法,以解决复杂的决策问题。最后,通过对矿区土地复垦方案进行评价的实例验证了该方法的有效性。此外,还讨论了参数对扩展Hamacher聚合运算符的影响。通过与其他决策方法进行比较,还突出了该方法的优点。结果表明,所提出的语言中智Hamacher聚合算子具有很大的灵活性和优势,可以为土地复垦方案的评价提供有力的途径。

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  • 年(卷),期 -1(13),11
  • 年度 -1
  • 页码 e0206178
  • 总页数 29
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