Time-Validating-Based Atanassov's Intuitionistic Fuzzy Decision Making

研究成果: Article同行評審

6 引文 斯高帕斯(Scopus)

摘要

Decisions are usually made based on the amount of information available at a given time, and thus, the time when a decision is made is critical to its quality, especially in uncertain environments. Following the concepts of Atanassov's temporal intuitionistic fuzzy sets (ATIFSs), this paper proposes time-validating Atanassov's intuitionistic fuzzy sets (TvAIFSs) to make an earlier decision based on the desired information level. Several useful theorems that extend the concepts of ATIFSs are derived to supplement some definitions of TvAIFSs. Three measures are developed to improve decision making within a time horizon. A numerical example is used to demonstrate the applicability of the proposed theorems and measures of TvAIFSs in which the subjective and objective decision time-moments are determined based on a decision-maker's attitude and the optimal profit, respectively.

原文English
文章編號6824821
頁(從 - 到)743-756
頁數14
期刊IEEE Transactions on Fuzzy Systems
23
發行號4
DOIs
出版狀態Published - 2015 八月 1

All Science Journal Classification (ASJC) codes

  • 控制與系統工程
  • 計算機理論與數學
  • 人工智慧
  • 應用數學

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