A cumulative belief degree-based approach for missing values in nuclear safeguards evaluation

Özgür Kabak*, Da Ruan

*Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Dergiye katkıMakalebilirkişi

40 Atıf (Scopus)

Özet

Nuclear safeguards are a set of activities to verify that a State is living up to its international undertakings not to use nuclear programs for nuclear weapons purposes. Nuclear safeguards experts of International Atomic Energy Agency (IAEA) evaluate indicators by benefitting from several sources such as State declarations, on-site inspections, the IAEA databases, and other open sources. The IAEA expert evaluations are aggregated to make a final decision, which usually incomplete because of over 900 indicators, lack of expertise, and unavailability of information sources. In this study, a cumulative belief degree approach is introduced based on the belief structure. It is used to aggregate the incomplete expert evaluations that are represented with fuzzy linguistic terms. Moreover, a reliability index is employed to find the trustworthiness of the final result depending on the available evaluations. A numerical example illustrates the applicability of the proposed methodology.

Orijinal dilİngilizce
Makale numarası5444881
Sayfa (başlangıç-bitiş)1441-1454
Sayfa sayısı14
DergiIEEE Transactions on Knowledge and Data Engineering
Hacim23
Basın numarası10
DOI'lar
Yayın durumuYayınlandı - 2011

Finansman

Özgür Kabak is beneficiary of a fellowship granted by the Belgian Federal Science Policy Office for this work (grant no: c/brs/08).

FinansörlerFinansör numarası
Belgian Federal Science Policy Officec/brs/08

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