通过犹不决的模糊数字在分析层次过程中进行集体决策
Mahdi Ranjbar1, Sohrab Effati2,3
1Applied Mathematics, Ferdowsi University of Mashhad, Mashhad, Iran. m.ranjbart@gmail.com.
Scientific reports
|December 9, 2023
概括
本研究引入了一种使用犹模糊数字 (HFNs) 进行集团决策的新方法. 它通过将专家意见纳入一个犹不决的模糊的分析层次过程框架中来提高准确性.
科学领域:
- 决策科学 决策科学 决策科学
- 模糊的数学 模糊的数学
- 运营研究 运营研究
背景情况:
- 集团决策面临着复杂性和专家评估的模两可.
- 犹不决的模糊数字 (HFNs) 将模糊数字扩展到处理多个会员值.
- 高频网络改善了多位专家对参数成员的确定.
研究的目的:
- 为集团决策提出一种新的方法,使用犹不决的模糊数字.
- 将犹不决的模糊数字集成到分析层次过程 (AHP) 中.
- 通过在犹不决的模糊环境中保存专家意见来提高决策准确性.
主要方法:
- 在AHP对对比矩阵中使用了三角犹模糊数 (HFNs).
- 对于犹不决的模糊偶对比矩阵的定义一致性.
- 在HFNs上应用算术运算和一种新的比较方法来得出犹不决的模糊性能得分.
主要成果:
- 开发了一种计算犹不决的模糊绩效得分的方法.
- 引入了分数功能,以获得最终的替代分数.
- 通过实践示例证明了拟议方法的有效性.
结论:
- 新方法有效地将专家意见纳入决策过程.
- 该方法通过保持专家的犹,提供了更好的解决方案.
- 这一框架在复杂,模两可的场景中增强了集团决策.
更多相关视频
05:48The Adventures of Fundi Intervention Based on the Cognitive and Emotional Processing in Attention Deficit Hyperactive Disorder Patients
Published on: June 12, 2020
5.8K
07:42An Automated T-maze Based Apparatus and Protocol for Analyzing Delay- and Effort-based Decision Making in Free Moving Rodents
Published on: August 2, 2018
13.6K
相关概念视频
Decision Making: P-value Method
5.4K
The process of hypothesis testing based on the P-value method includes calculating the P- value using the sample data and interpreting it.
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
5.4K
Decision Making: Traditional Method
4.0K
The process of hypothesis testing based on the traditional method includes calculating the critical value, testing the value of the test statistic using the sample data, and interpreting these values.
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
4.0K
Reason and Intuition
6.5K
The human brain processes information for decision-making using one of two routes: an intuitive system and a rational system (Epstein, 1994; popularized by Kahneman, 2011 as System 1 and System 2, respectively). The intuitive system is quick, impulsive, and operates with minimal effort, relying on emotions or habits to provide cues for what to do next, while the rational system is logical, analytical, deliberate, and methodical. Research in neuropsychology suggests that the...
6.5K
Heuristics
93
Heuristics are problem-solving strategies that use mental shortcuts to simplify decision-making. Unlike algorithms, which must be followed precisely to achieve a correct result, heuristics offer a general problem-solving framework. They save time and energy but can sometimes lead to less rational decisions.
People often rely on heuristics when faced with an overload of information, limited time, low importance of the decision, limited information, or when a heuristic readily comes to mind. For...
People often rely on heuristics when faced with an overload of information, limited time, low importance of the decision, limited information, or when a heuristic readily comes to mind. For...
93
Decision Making
112
Decision-making is a fundamental cognitive process that involves evaluating alternatives and selecting among them. This process can range from simple choices, such as deciding what to wear, to complex decisions, like choosing a major in college or a career path. The complexity of the decision often dictates the approach we use, which can be broadly categorized into two types: automatic and controlled decision-making.
Automatic decision-making is fast, intuitive, and relies on gut feelings...
Automatic decision-making is fast, intuitive, and relies on gut feelings...
112
The Anchoring-and-Adjustment Heuristic
7.2K
In order to make good decisions, we use our knowledge and our reasoning. Often, this knowledge and reasoning is sound and solid. However, sometimes, we are swayed by biases or by others manipulating a situation. For example, let’s say you and three friends wanted to rent a house and had a combined target budget of $1,600. The realtor shows you only very run-down houses for $1,600 and then shows you a very nice house for $2,000. Might you ask each person to pay more in rent to get the...
7.2K
