Journal of Management Analytics ( IF 6.554 ) Pub Date : 2021-03-12 , DOI: 10.1080/23270012.2021.1885513 Jun Ye 1
Regarding the insufficiency of existing entropy measures-based decision-making approaches, this paper presents trigonometric functions (cosine and sine functions)-based entropy measures of simplified neutrosophic sets (SNSs), including the entropy measures of single-valued neutrosophic sets (SvNSs) and interval-valued neutrosophic sets (IvNSs). Next, a decision-making (DM) approach is developed regarding the ranking method of both entropy values and positive and negative arguments in SNS setting, and then the comparative analysis with existing DM approaches based on the entropy measures of SNSs (SvNSs and IvNSs) is indicated by a numerical DM example to illustrate the effectiveness and rationality of the developed DM approach in SNS setting. Lastly, two actual DM examples are provided to indicate the practicability and sufficiency of the developed DM approach. However, this study not only enriches the simplified neutrosophic entropy measure but also enhances/improves existing DM approaches based on the entropy measures.
中文翻译:
简化中智集的熵测度及其正负论据的决策方法
关于现有基于熵测度的决策方法的不足之处,本文提出了基于三角函数(余弦和正弦函数)的简化中智集(SNSs)的熵测度,包括单值中智集(SvNSs)的熵测度和区间值中智集(IvNSs)。接下来,针对SNS设置中的熵值和正负参数的排序方法,开发了一种决策(DM)方法,然后基于SNS(SvNS和IvNS)的熵测度,与现有DM方法进行了比较分析。通过一个数字DM实例来表示,以说明已开发的DM方法在SNS设置中的有效性和合理性。最后,提供了两个实际的DM示例,以表明已开发的DM方法的实用性和充分性。但是,这项研究不仅丰富了简化的中智熵度量,而且增强/改进了基于熵度量的现有DM方法。