Operations Research and Management Science ›› 2019, Vol. 28 ›› Issue (11): 68-76.DOI: 10.12005/orms.2019.0250

• Theory Analysis and Methodology Study • Previous Articles     Next Articles

Hesitant Triangular Fuzzy Heronian Mean Operators and Their Application in Multiple Attribute Decision Making

WANG Juan1, JIN Zhi-xin1,2   

  1. 1. School of Business Administration, Liaoning Technical University, Huludao 125105, China;
    2. College of Safety and Emergency Management Engineering, Taiyuan University of Technology, Taiyuan 030024, China
  • Received:2018-09-13 Online:2019-11-25

三角犹豫模糊Heronian平均算子及其在多属性决策中的应用

王娟1, 金智新1,2   

  1. 1.辽宁工程技术大学 工商管理学院,辽宁 葫芦岛 125105;
    2.太原理工大学 安全与应急管理工程学院,山西 太原 030024
  • 作者简介:王娟(1984-),女,山东省烟台人,博士研究生,从事模糊决策及应急管理等方面的研究;金智新(1959-),男,满族,辽宁锦州人,中国工程院院士,教授级高级工程师,博士生导师,从事模糊决策及应急管理等方面的研究。
  • 基金资助:
    国家自然科学基金项目“基于大数据的煤与瓦斯突出的预测方法与应用研究”(71771111)

Abstract: For solving the multiple attribute decision making problems in which the attribute values are in the form of hesitant triangular fuzzy elements and the attributes are associated with each other, some approaches to multiple attribute decision making are proposed based on hesitant triangular fuzzy Heronian mean operators. Firstly, considering that the existing Heronian mean operators only consider the correlations of any two aggregated arguments, we develop the new three parameters weighted Heronian mean(TPWHM)and three parameters weighted geometric Heronian mean(TPWGHM)operators, and have proved some desirable properties of these proposed operators, such as reducibility, idempotency, monotonicity and boundedness. Some special cases are discussed. Then because hesitant triangular fuzzy sets can easily express fuzzy information, we investigate the hesitant triangular fuzzy three parameters weighted Heronian mean(HTFTPWHM)and hesitant triangular fuzzy three parameters weighted geometric Heronian mean(HTFTPWGHM)operators, and discuss some properties of the proposed operators. Moreover, some approaches based on the developed operators are proposed. Finally, we give an example to illustrate the feasibility and rationality of the proposed approaches.

Key words: multiple attribute decision making, hesitant triangular fuzzy sets, Heronian mean operator, geometricHeronian mean operator

摘要: 针对属性间含有关联信息的三角犹豫模糊多属性决策问题,提出一种基于三角犹豫模糊Heronian平均算子的决策方法。首先,考虑已有Heronian平均算子仅适用输入变量为两参数的情形,进一步定义三参数加权Heronian平均(TPWHM)和三参数加权几何Heronian平均(TPWGHM)算子,证明所提算子具有还原性、幂等性、单调性和有界性等性质,并研究它们的几种特例。其次,将TPWHM和TPWGHM算子推广至三角犹豫模糊决策环境下,提出三角犹豫模糊三参数加权Heronian平均(HTFTPWHM)和三角犹豫模糊三参数加权几何Heronian平均(HTFTPWGHM)算子,并证明算子的优良性质。在此基础上,提出基于两种算子的决策分析方法,并用来解决三角犹豫模糊决策问题。最后,通过算例验证所提方法的可行性和合理性。

关键词: 多属性决策, 三角犹豫模糊集, Heronian平均算子, 几何Heronian平均算子

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