系统工程与电子技术 ›› 2023, Vol. 45 ›› Issue (1): 155-164.doi: 10.12305/j.issn.1001-506X.2023.01.19

• 系统工程 • 上一篇    

灰色群组聚类和改进CRITIC赋权的供应商选择VIKOR多属性决策

王坚浩1, 王龙2,*, 张亮1, 崔利杰1   

  1. 1. 空军工程大学装备管理与无人机工程学院, 陕西 西安 710051
    2. 空军工程大学航空工程学院, 陕西 西安 710038
  • 收稿日期:2021-02-24 出版日期:2023-01-01 发布日期:2023-01-03
  • 通讯作者: 王龙
  • 作者简介:王坚浩 (1982—), 男, 讲师, 博士, 主要研究方向为智能控制、计算与优化、装备综合保障工程
    王龙 (1978—), 男, 讲师, 博士, 主要研究方向为装备综合保障工程
    张亮 (1982—), 男, 副教授, 博士, 主要研究方向为装备综合保障工程
    崔利杰 (1979—), 男, 副教授, 博士, 主要研究方向为装备综合保障工程
  • 基金资助:
    国家社会科学基金(17BGL270)

Supplier selection VIKOR multi-attribute decision making of grey group clustering and improved CRITIC weighting

Jianhao WANG1, Long WANG2,*, Liang ZHANG1, Lijie CUI1   

  1. 1. Equipment Management and Unmanned Aerial Vehicles Engineering College, Air Force Engineering University, Xi'an 710051, China
    2. Aeronautics Engineering College, Air Force Engineering University, Xi'an 710038, China
  • Received:2021-02-24 Online:2023-01-01 Published:2023-01-03
  • Contact: Long WANG

摘要:

针对武器装备供应商选择问题, 提出了一种基于灰色群组(grey group clustering, GGC)和改进标准间冲突性相关性(improved criteria importance through intercriteria correlation, ICRITIC)组合赋权的扩展多属性妥协解(VIKOR)决策方法。采用考虑决策专家意见差异程度的群层次分析法对供应商初选指标体系进行降维遴选, 构建武器装备供应商优选指标体系; 结合GGC和ICRITIC组合赋权方法确定主客观权重, 并设计权偏好系数进行加法组合赋权; 基于VIKOR决策方法集结备选供应商折衷排序值。针对不同折衷系数、排序方法和赋权方法从决策灵活性和稳定性两个维度进行对比分析, 验证所提方法的有效性。

关键词: 供应商选择, 多属性决策, 灰色群组聚类, 改进标准间冲突性相关性, 扩展多属性妥协解

Abstract:

A VIKOR decision making method based on grey group clustering (GGC) and improved criteria importance through intercriteria correlation (ICRITIC) combination weighting is proposed to deal with the problem of weapon equipment supplier selection. The optimization indicator system of weapon equipment supplier selection is constructed by the group analytic hierarchy process method which considers the variation degree of decision makers. Combined with GGC subjective weight and ICRITIC objective weight approach, the weight preference coefficient is proposed to determine the indicator weight by additive combination weighting. The VIKOR decision making method is used to aggregate compromise ranking values of alternative suppliers. The comparison with different compromise coefficients, sorting and weighting approaches from flexibility and stability dimensions verifies the effectiveness of the proposed method.

Key words: supplier selection, multi-attribute decision making, grey group clustering (GGC), improved criteria importance through intercriteria correlation (ICRITIC), VIKOR

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