首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >A Hybrid Method for Complex Pythagorean Fuzzy Decision Making
【24h】

A Hybrid Method for Complex Pythagorean Fuzzy Decision Making

机译:一种复杂毕达哥拉斯模糊决策的混合方法

获取原文
获取原文并翻译 | 示例
获取外文期刊封面目录资料

摘要

This article takes advantage of advancements in two different fields in order to produce a novel decision-making framework. First, we contribute to the theory of aggregation operators, which are mappings that combine large amounts of data into more advantageous forms. They are extensively used in different settings from classical to fuzzy set theory alike. Secondly, we expand the literature on complex Pythagorean fuzzy model, which has an edge over other models due to its ability to handle uncertain data of periodic nature. We propose some aggregation operators for complex Pythagorean fuzzy numbers that depend on the Hamacher t-norm and t-conorm, namely, the complex Pythagorean fuzzy Hamacher weighted average operator, the complex Pythagorean fuzzy Hamacher ordered weighted average operator, and the complex Pythagorean fuzzy Hamacher hybrid average operator. We explore some properties of these operators inclusive of idempotency, monotonicity, and boundedness. Then, the operators are applied to multicriteria decision-making problems under the complex Pythagorean fuzzy environment. Furthermore, we present an algorithm along with a flow chart, and we demonstrate their applicability with the assistance of two numerical examples (selection of most favorable country for immigrants and selection of the best programming language). We investigate the adequacy of this algorithm by conducting a comparative study with the case of complex intuitionistic fuzzy aggregation operators.
机译:本文利用两个不同领域的进步,以产生一个新颖的决策框架。首先,我们为聚合算子理论做出了贡献,聚合算子是将大量数据组合成更有利形式的映射。它们被广泛用于从经典集合论到模糊集合论的不同环境中。其次,我们扩展了关于复杂勾股模糊模型的文献,该模型由于能够处理周期性不确定的数据而比其他模型更具优势。针对依赖于哈马赫t范数和t协范数的复杂勾股模糊数,提出了一些聚合算子,即复毕达哥拉斯模糊哈马赫加权平均算子、复毕达哥拉斯模糊哈马赫有序加权平均算子和复毕达哥拉斯模糊哈马赫混合平均算子。我们探讨了这些算子的一些属性,包括幂等性、单调性和有界性。然后,将算子应用于复杂勾股模糊环境下的多准则决策问题;此外,我们还提出了一种算法和流程图,并借助两个数值示例(选择对移民最有利的国家和选择最佳编程语言)证明了它们的适用性。我们通过与复杂直觉模糊聚合算子的比较研究,考察了该算法的充分性。

著录项

获取原文

客服邮箱:kefu@zhangqiaokeyan.com

京公网安备:11010802029741号 ICP备案号:京ICP备15016152号-6 六维联合信息科技 (北京) 有限公司©版权所有
  • 客服微信

  • 服务号