Computer Integrated Manufacturing System ›› 2025, Vol. 31 ›› Issue (3): 1048-1058.DOI: 10.13196/j.cims.2024.0109

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Multi-criteria group decision-making method based on improved CRITIC-ORESTE in context of hybrid hesitant fuzzy sets

SU Jiafu1,2,XU Baojian1,LIU Hongyu1,CHEN Yijun1,LI Yuan3,4+   

  1. 1.National Research Base of Intelligent Manufacturing Service,Chongqing Technology and Business University
    2.International College,Krirk University
    3.College of Tourism and Urban-Rural Planning,Xichang University
    4.Future Education Institute,Yonsei University
  • Online:2025-03-31 Published:2025-04-03
  • Supported by:
    Project supported by the National Social Science Fund,China(No.23BGL061).

混合犹豫模糊集下基于改进CRITIC-ORESTE的多准则群决策方法

苏加福1,2,徐保健1,刘红雨1,陈怡君1,李渊3,4+   

  1. 1.重庆工商大学智能制造服务国际科技合作基地
    2.格乐大学国际学院
    3.西昌学院旅游与城乡规划学院
    4.延世大学未来教育学院
  • 作者简介:
    苏加福(1987-),男,河北沧州人,副教授,博士,硕士生导师,研究方向:协同创新、知识管理等,E-mail:jiafu.su@hotmail.com;

    徐保健(1999-),男,贵州毕节人,硕士研究生,研究方向:决策理论、知识管理,E-mail:ctbuxubj@163.com;

    刘红雨(2002-),女,重庆人,硕士研究生,研究方向:决策理论、知识管理,E-mail:17815122593@163.com;

    陈怡君(1999-),女,重庆人,硕士研究生,研究方向:决策理论、知识管理,E-mail:cyjx6428@126.com;

    +李渊(1983-),男,宁夏银川人,讲师,博士,研究方向:技术管理、管理创新等,通讯作者,E-mail:liyuan13323500501@gmail.com。
  • 基金资助:
    国家社科基金一般资助项目(23BGL061).

Abstract: In practical fuzzy decision-making environments,decision-makers may face the challenge of using multiple fuzzy sets simultaneously to describe complex decision information.To address this issue,a novel hybrid hesitant fuzzy set that integrated interval-valued hesitant fuzzy sets,triangular hesitant fuzzy sets and traditional hesitant fuzzy sets was proposed aiming to provide a more flexible and precise decision-making information expression tool.By constructing a hybrid hesitant fuzzy distance measure based on the Canberra distance,the normalization process of the Criteria Importance through Intercriteria Correlation(CRITIC)method and the global preference scoring process of the Organisation,Rangement et Synthèse de Données Relationnelles(ORESTE)method were improved.Additionally,a CRITIC-ORESTE multi-criteria group decision-making method suitable for the hybrid hesitant fuzzy environment was proposed,which was validated through a practical case of selecting green supply chain partners.The results showed that the proposed method not only enhanced the accuracy of decision-making but also increased the flexibility of the decision process.

Key words: hybrid hesitant fuzzy sets, rganisation,rangement et synthèse de données relationnelles, criteria importance through intercriteria correlation, multi-criteria group decision-making, distance measurment

摘要: 在实际的模糊决策环境中,决策者可能面临需要同时运用多种模糊集来描述复杂决策信息的挑战。针对此问题,提出一种新的混合犹豫模糊集,该集合融合了区间值犹豫模糊集、三角犹豫模糊集以及传统犹豫模糊集,旨在提供一种更为灵活且精确的决策信息表达工具。通过构建基于堪培拉距离的混合犹豫模糊距离测度公式,进一步改进了CRITIC方法的标准化过程和ORESTE方法的全局偏好评分过程。此外,还提出了一个适用于混合犹豫模糊环境的CRITIC-ORESTE多准则群决策方法,并通过绿色供应商合作伙伴选择的实际案例进行了验证。结果显示,所提方法不仅提高了决策的准确性,还增强了决策过程的灵活性。

关键词: 混合犹豫模糊集, ORESTE, CRITIC, 多准则群决策, 距离测度

CLC Number: