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信念与可能性 信念区间值N-软集及其在多属性决策问题中的应用

Belief and Possibility Belief Interval-Valued N-Soft Set and Their Applications in Multi-Attribute Decision-Making Problems.

作者信息

Ali Shahbaz, Kousar Muneeba, Xin Qin, Pamučar Dragan, Hameed Muhammad Shazib, Fayyaz Rabia

机构信息

Department of Mathematics, Khwaja Fareed University of Engineering & Information Technology, Rahim Yar Khan 64200, Pakistan.

Faculty of Science and Technology, University of the Faroe Islands, Vestarabryggja 15, FO 100 Torshavn, Faroe Islands, Denmark.

出版信息

Entropy (Basel). 2021 Nov 13;23(11):1498. doi: 10.3390/e23111498.

Abstract

In this research article, we motivate and introduce the concept of possibility belief interval-valued N-soft sets. It has a great significance for enhancing the performance of decision-making procedures in many theories of uncertainty. The N-soft set theory is arising as an effective mathematical tool for dealing with precision and uncertainties more than the soft set theory. In this regard, we extend the concept of belief interval-valued soft set to possibility belief interval-valued N-soft set (by accumulating possibility and belief interval with N-soft set), and we also explain its practical calculations. To this objective, we defined related theoretical notions, for example, belief interval-valued N-soft set, possibility belief interval-valued N-soft set, their algebraic operations, and examined some of their fundamental properties. Furthermore, we developed two algorithms by using max-AND and min-OR operations of possibility belief interval-valued N-soft set for decision-making problems and also justify its applicability with numerical examples.

摘要

在这篇研究文章中,我们引出并介绍了可能性信念区间值N-软集的概念。它对于提升许多不确定性理论中决策程序的性能具有重大意义。与软集理论相比,N-软集理论正作为一种处理精确性和不确定性的有效数学工具而兴起。在这方面,我们将信念区间值软集的概念扩展到可能性信念区间值N-软集(通过将可能性和信念区间与N-软集相结合),并且我们还解释了其实际计算方法。为了实现这一目标,我们定义了相关的理论概念,例如信念区间值N-软集、可能性信念区间值N-软集、它们的代数运算,并研究了它们的一些基本性质。此外,我们通过使用可能性信念区间值N-软集的最大与和最小或运算开发了两种用于决策问题的算法,并用数值示例证明了其适用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3660/8617945/74100d667404/entropy-23-01498-g001.jpg

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On m-polar Diophantine Fuzzy N-soft Set with Applications.关于 m-极狄氏模糊 N-软集及其应用。
Comb Chem High Throughput Screen. 2022;25(3):536-546. doi: 10.2174/1386207323666201230092354.

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