方法确认(圈圈学论文14基于前景理论的不确定犹豫模糊多属性决策方法研究)

管理员 2024-09-21 22:00:13 0

分享兴趣,传播快乐,

增长见闻,留下美好!

亲爱的您,这里是LearningYard学苑!

今天小编给大家分享的是论文精读系列14。欢迎您的用心访问!

本次分享的博士论文题目是《基于前景理论的不确定犹豫模糊多属性决策方法研究》,本期将学习第六章内容,一起来看看吧!

Share interests, spread happiness,

Grow what you see and leave behind!

Dear you, this is LearningYard Academy!

Today's Xiaobian to share with you is the paper intensive reading series 14. Welcome to your attentive visit!

The title of the doctoral dissertation shared this time is "Research on Uncertain Hesitation Fuzzy Multi-attribute Decision Making Method Based on Prospect Theory", and this issue will learn the content of Chapter 6.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

2022.08.25

第六章出了中智犹豫模糊不确定语言变量,并与前景理论及 PROMETHEE 方法相结合,提出了基于前景理论的中智犹豫模糊不确定语言PROMETHEE多属性决策方法。并且分别研究了在指标权重完全未知和部分已知情况下的权重确定方法.

The sixth chapter presents the fuzzy uncertain language variables of CIIC hesitation, and combines it with the prospect theory and the PROMETHEE method to propose the multi-attribute decision-making method of CIIC hesitant fuzzy uncertain language BASED ON THE PROSPECT theory. In addition, the weight determination methods under the completely unknown and partially known cases of the indicator weights are studied.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

针对权重已知的中智犹豫模糊不确定语言PROMETHEE多属性决策方法,主要分为两个阶段。其中编辑阶段主要是通过前景理论处理决策信息,并确定决策价值函数;评价阶段则是采用PROMETHEE方法对各决策方案的排序择优,该决策方法的总体框架如下所示。

For the multi-attribute decision-making method of neutrosophic hesitant fuzzy uncertain language PROMETHEE with known weights, it is mainly divided into two stages. The editing stage mainly uses prospect theory to process decision-making information and determine the decision-making value function; the evaluation stage uses the PROMETHEE method to rank each decision-making scheme. The overall framework of the decision-making method is as follows.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

本章提出了新的概念,因此先对中智犹豫模糊不确定语言变量的定义、运算法则、性质以及两个中智犹豫模糊不确定语言变量之间的距离测度进行简单地介绍。

For the known weight of the CIIC hesitant fuzzy uncertain language PROMETHEE multi-attribute decision-making method, it is mainly divided into two stages. Among them, the editing stage mainly processes the decision information through prospect theory and determines the decision value function; In the evaluation stage, the PROMETHEE method is used to sort and select the decision-making schemes, and the overall framework of the decision-making method is as follows.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

然后作者针对中智犹豫模糊不确定语言变量环境下指标权重信息不确定的问题,分别研究了权重部分确定和权重完全不确定情况下的权重确定方法,提出指标权重信息不确定下的中智犹豫模糊不确定语言PROMETHEE决策方法。

Then, aiming at the problem of uncertainty of index weight information in the context of CIIC hesitant and uncertain language variables, the authors study the weight determination method of weight part determination and complete weight uncertainty respectively, and propose the decision-making method of CIIC hesitant fuzzy uncertain language PROMETHEE under the uncertainty of index weight information.

权重信息不完全的情况下,基于最大隶属度原则,确定个评价指标的属性。

In the case of incomplete weight information, the attributes of each evaluation index are determined based on the principle of maximum membership.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

权重信息完全不确定的情况下,通过熵值法,确定个评价指标的属性。

In the case of complete uncertainty of the weight information, the attributes of each evaluation index are determined by the entropy method.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

根据决策流程图,决策步骤如下:①建立前景决策矩阵;②根据评价信息权重已知程度,使用不同方法确定权重向量;③利用PROMETHEE法集结决策信息;④根据决策方案的净流大小确定方案排序。

According to the decision flow chart, the decision steps are as follows: (1) Establish a prospect decision matrix; (2) According to the degree of known weight of evaluation information, different methods are used to determine the weight vector; (3) The use of the PROMETHEE method to gather decision-making information; (4) Determine the scheme order according to the net flow size of the decision-making scheme.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

三种不同权重确定方法对于人的主观性以及现实的客观性各有所侧重,但本章提出的基于前景理论的中智犹豫模糊不确定语言变量 PROMETHEE 决策方法可以很好地适应主客观得到的权重信息,对其具有一定的柔性和宽容性,从而使得到评价结果更加精确合理.

Three different weight determination methods focus on human subjectivity and the objectivity of reality, but the PROMETHEE decision-making method of the hesitant and uncertain language variable PROMETHEE based on the prospect theory proposed in this chapter can be well adapted to the weight information obtained by the subjective and objective, and has a certain flexibility and tolerance, so that the evaluation results are more accurate and reasonable.

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

圈圈学论文14:基于前景理论的不确定犹豫模糊多属性决策方法研究

本期的分享就到这里,如果您对今天的文章有独特的想法,欢迎给我们留言,让我们相约明天,祝您今天过得开心快乐!

The sharing of this issue is here, if you have a unique idea for today's article, welcome to leave us a message, let us meet tomorrow, I wish you a happy and happy day!

翻译参考来源:Google翻译。

内容参考来源:

[1]李兴江.基于前景理论的不确定犹豫模糊多属性决策方法研究.

部分资料图片来源于参考文献,其余内容由LearningYard学苑原创,仅代表作者个人观点,如有侵权请沟通。

文字、排版|圈儿

审核|Tian

相关文章