计算机工程与应用 ›› 2020, Vol. 56 ›› Issue (9): 198-203.DOI: 10.3778/j.issn.1002-8331.1903-0189

• 模式识别与人工智能 • 上一篇    下一篇

Pythagorean犹豫模糊交叉熵的多属性决策方法

张俊芳,周熠烜,周礼刚,肖箭   

  1. 安徽大学 数学科学学院,合肥 230601
  • 出版日期:2020-05-01 发布日期:2020-04-29

Approach to Multiple Attribute Decision Making Based on Pythagorean Hesitant Fuzzy Cross Entropy

ZHANG Junfang, ZHOU Yixuan, ZHOU Ligang, XIAO Jian   

  1. School of Mathematical Science, Anhui University, Hefei 230601, China
  • Online:2020-05-01 Published:2020-04-29

摘要:

针对决策信息为Pythagorean犹豫模糊数的多属性群决策问题,提出一种基于Pythagorean犹豫模糊交叉熵的多属性群决策方法。引入Pythagorean犹豫模糊交叉熵的概念。以Pythagorean犹豫模糊交叉熵作为决策信息差异程度的度量,提出专家权重和属性权重的确定模型。提出一种基于Pythagorean犹豫模糊熵的TOPSIS方法,并通过光伏电站选址案例说明了该方法的可行性和有效性。

关键词: 多属性群决策, Pythagorean犹豫模糊交叉熵, 属性权重, TOPSIS

Abstract:

For the multiple attribute group decision-making problems with Pythagorean hesitant fuzzy numbers, this paper presents a multiple attribute group decision making approach based on Pythagorean hesitant fuzzy cross entropy. Adefinition of Pythagorean hesitant fuzzy cross entropy is proposed. Taking entropy as a measure of the difference degree on decision information, models to determining the weight of decision makers and attributes in multi-attribute group decision making are put forward. An approach of TOPSIS based on Pythagorean hesitant fuzzy cross entropy is developed. Meanwhile, an example on location of photovoltaic power station project is provided to illustrate the feasibility and effectiveness of the proposed method.

Key words: multi-attribute group decision making, Pythagorean hesitant fuzzy cross entropy, weight of attributes, TOPSIS