基于广义 Dombi 聚合算子的 p,q-Quasirung 正对模糊多标准群体决策算法

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-09-12 DOI:10.1007/s12190-024-02227-9
Jawad Ali, Zahid Mehmood
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引用次数: 0

摘要

与 q-rung-orthopair模糊集相比,p,q-quasirung-orthopair 模糊集(p,q-ROF)为描述模糊和不确定信息提供了一种更优越的方法。本文首先介绍了 p,q-ROF 数的广义 Dombi 运算定律。利用这些法则,我们开发了 p,q-ROF 广义 Dombi 加权平均算子 (p,q-ROFGDWA)、p,q-ROF 广义 Dombi 加权几何算子 (p,q-ROFGDWG) 及其有序加权形式。我们深入研究了这些新聚合算子的理想特性和特殊情况。随后,我们设计了一种基于 p,q-ROFGDWA 和 p,q-ROFGDWG 算子的多标准群体决策方法。此外,我们还以巴基斯坦拉合尔市选择传染性医疗废物处理技术为例,说明了所开发模型的实用性和有效性。然后,将获得的结果与其他相关方法进行比较,以突出所提方法的有效性和真实性。此外,还进行了敏感性分析,以验证所建议方法的稳定性。研究结果表明,该框架方法可为确定理想的医疗废物处理技术提供可靠、可信的结果。
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p,q-Quasirung orthopair fuzzy multi-criteria group decision-making algorithm based on generalized Dombi aggregation operators

The p,q-quasirung orthopair fuzzy (p,q-ROF) sets offer a superior approach to describing fuzzy and uncertain information compared to q-rung orthopair fuzzy sets. This paper first introduces generalized Dombi operational laws for p,q-ROF numbers. Utilizing these laws, we develop the p,q-ROF generalized Dombi weighted average (p,q-ROFGDWA) operator, the p,q-ROF generalized Dombi weighted geometric (p,q-ROFGDWG) operator, and their ordered weighted forms. We thoroughly examine the desirable properties and special cases of these new aggregation operators. Subsequently, we devise a multiple-criteria group decision-making method based on the p,q-ROFGDWA and p,q-ROFGDWG operators. Also an example regarding the selection of infectious medical waste treatment technology in Lahore, Pakistan is provided to exemplify the practicality and effectiveness of the developed model. The obtained results are then compared with other relevant methods, highlighting the efficacy and authenticity of the propound approach. Additionally, sensitivity analysis is performed to verify the suggested method’s stability. The findings indicate that the framed approach delivers robust and credible results for determining the ideal healthcare waste treatment technology.

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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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