Significance of TOPSIS approach to MADM in computing exponential divergence measures for pythagorean fuzzy sets

Q1 Decision Sciences
H. Arora, Anjali Naithani
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引用次数: 21

Abstract

Managers nowadays face challenging decisions on daily basis and must weigh a growing number of factors while making such decisions. Previously, such judgments were frequently assessed solely based on a single criterion, such as profit or cost. Cost or profit, on the other hand, rarely captures the desirability of a decision option. One of the most common and popular research domains in decision science theory is the multiple attribute decision making (MADM) problem. To deal with such issues, a variety of approaches have been presented including TOPSIS. The primary goal is to uncover the importance aspect of divergence measures based on exponential function under Pythagorean fuzzy sets (PFSs), proposed by Yager (2013) and its application to multi attribute decision making. Numerical computations have been carried out to validate our proposed measures. Moreover, comparison of the result for the proposed measures has been carried out to demonstrate the efficacy.
TOPSIS方法在计算毕达哥拉斯模糊集指数散度测度中的意义
如今的管理者每天都面临着具有挑战性的决策,在做出决策时必须权衡越来越多的因素。以前,这样的判断往往是基于单一的标准,如利润或成本进行评估。另一方面,成本或利润很少能反映决策选项的可取性。决策科学理论中最常见和最热门的研究领域之一是多属性决策(MADM)问题。为了处理这些问题,已经提出了包括TOPSIS在内的各种方法。本文的主要目标是揭示Yager(2013)提出的基于指数函数的毕达哥拉斯模糊集(pfs)下的发散度量的重要性及其在多属性决策中的应用。数值计算验证了我们提出的措施。并对所提措施的效果进行了对比,以验证其有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Decision Making Applications in Management and Engineering
Decision Making Applications in Management and Engineering Decision Sciences-General Decision Sciences
CiteScore
14.40
自引率
0.00%
发文量
35
审稿时长
14 weeks
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