王增文,吳健等:New Framework for FCMs Using Dual Hesitant Fuzzy Sets with an Analysis of Risk Factors in Emergency Event-2026年世界杯时间赛程直播(新)
王增文,吳健等:New Framework for FCMs Using Dual Hesitant Fuzzy Sets with an Analysis of Risk Factors in Emergency Event
發布時間:2021/04/15 14:20:11來源: 瀏覽次數:

公共經濟與(yu) 社會(hui) 保障係王增文教授、博士生吳健以及合作者在SCI期刊《International Journal of Computational Intelligence Systems》2021年第1期發表題為(wei) 《New Framework for FCMs Using Dual Hesitant Fuzzy Sets with an Analysis of Risk Factors in Emergency Event》的論文。

內(nei) 容摘要:As a kind of soft computing tool with strong knowledge representation and causal reasoning abilityfuzzy cognitive maps (FCMs) is a product of fuzzy logic and neural networkA limitation of the current FCMs method is its inability to model the uncertainty that is introduced into a complex system due to the hesitancy of peopleDual hesitant fuzzy sets (DHFSs)which considers the membership and nonmembership degrees by a set of possible values respectivelyis an effective tool to model the hesitancy and epistemic uncertaintyThusa novel extension of FCMs model called dual hesitant fuzzy cognitive maps (DHFCMs) is proposed in this paperFirstlymotivated by the idea of Technique of Order Preference Similarity to the Ideal Solution (TOPSIS) methoda new similarity measure based on dual hesitant fuzzy distance measure is put forward and its properties are also discussedThendetailed procedure and algorithm for DHFCMs are specifiedMoreoverthe application steps of the proposed met hod are providedFinallya case study on the huge explosion at 'Tianjin Port in China in 2015 is given to illustrate the rationality and effectiveness of the proposed method(C) 2021 The AuthorsPublished by Atlantis Press B.V.

本文的研究得到教育部人文社會(hui) 科學重點研究基地重大項目(16JJD840008)的資助。


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