Yang Xiaopeng, Mahmood Tahir, Ahmmad Jabbar, Hayat Khizar
Department of Mathematics and Statistics, Hanshan Normal University, China.
Department of Mathematics and Statistics, International Islamic University Islamabad, Pakistan.
Heliyon. 2023 Jun 1;9(6):e16816. doi: 10.1016/j.heliyon.2023.e16816. eCollection 2023 Jun.
In many decision-making situations, we are not restricted to two kinds of aspects, such as membership degree or nonmembership degree, and sometimes we need to include the abstinence degree (AD). However, many fuzzy set theories fail to cover issues, such as an intuitionistic fuzzy soft set, Pythagorean fuzzy soft set and q-rung orthopair fuzzy soft set. All the above notions can only consider membership degree and a nonmembership degree in their structures. The spherical fuzzy soft set compensates for these drawbacks in its structure. Moreover, the Dombi t-norm and Dombi t-conorm are the fundamental apparatuses to generalize the basic operational laws of sum and product. Therefore, in this article, based on the dominant features of spherical fuzzy soft sets and valuable features of the Dombi t-norm and Dombi t-conorm, we initially developed the basic Dombi operational laws for spherical fuzzy soft numbers. Moreover, based on these newly developed operational laws, we introduced aggregation operators called spherical fuzzy soft Dombi average (weighted, ordered weighted, hybrid) aggregation operators. We discussed the basic properties of these aggregation operators. Additionally, we have developed a multiple criteria decision making (MCDM) approach using an explanatory example via our approach to show its effective utilization. Furthermore, a comparative study of our approach shows the superiority of our introduced notions.
在许多决策情形中,我们并不局限于两种方面,比如隶属度或非隶属度,有时我们还需要纳入弃权度(AD)。然而,许多模糊集理论无法涵盖诸如直觉模糊软集、毕达哥拉斯模糊软集和q - 阶正交对模糊软集等问题。上述所有概念在其结构中都只能考虑隶属度和非隶属度。球形模糊软集在其结构中弥补了这些缺陷。此外,多姆比三角模和多姆比三角余模是推广和与积基本运算定律的基本工具。因此,在本文中,基于球形模糊软集的主要特征以及多姆比三角模和多姆比三角余模的宝贵特性,我们首先为球形模糊软数制定了基本的多姆比运算定律。此外,基于这些新制定的运算定律,我们引入了称为球形模糊软多姆比平均(加权、有序加权、混合)聚合算子的聚合算子。我们讨论了这些聚合算子的基本性质。此外,我们通过一个解释性示例开发了一种多准则决策(MCDM)方法来展示其有效应用。此外,并对我们的方法进行比较研究,结果表明了我们所引入概念的优越性。