Validating multiattribute decision making methods for supporting group decisions

Chung Hsing Yeh, Yu Hern Chang

研究成果: Conference contribution

4 引文 斯高帕斯(Scopus)

摘要

Different multiattribute decision making (MADM) methods often produce inconsistent ranking outcomes for the same problem. In group decision settings, individual ranking outcomes made by individual decision makers are often inconsistent with the group ranking outcome. To address the inconsistency problem of ranking outcomes, this paper develops a new validation approach for selecting the most valid ranking outcome among all feasible outcomes. Based on four normalization procedures and three aggregation procedures, nine MADM methods are developed to solve the general group MADM problem that requires cardinal ranking of the decision alternatives. The validation approach selects the group ranking outcome of an MADM method which has the highest consistency degree with its corresponding individual ranking outcomes. A scholarship student selection problem is used to illustrate how the approach works. The approach is applicable to large-scale multiattribute group decision problems where inconsistent ranking outcomes often exist between different MADM methods and between different decision makers.

原文English
主出版物標題2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008
發行者IEEE Computer Society
頁面878-883
頁數6
ISBN(列印)9781424416745
DOIs
出版狀態Published - 2008
事件2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008 - Chengdu, China
持續時間: 2008 9月 212008 9月 24

出版系列

名字2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008

Other

Other2008 IEEE International Conference on Cybernetics and Intelligent Systems, CIS 2008
國家/地區China
城市Chengdu
期間08-09-2108-09-24

All Science Journal Classification (ASJC) codes

  • 人工智慧
  • 電腦網路與通信
  • 資訊系統
  • 電氣與電子工程

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