DocumentCode :
1465857
Title :
A Cumulative Belief Degree-Based Approach for Missing Values in Nuclear Safeguards Evaluation
Author :
Kabak, Ö ; Ruan, D.
Author_Institution :
Belgian Nucl. Res. Centre (SCK·CEN), Mol, Belgium
Volume :
23
Issue :
10
fYear :
2011
Firstpage :
1441
Lastpage :
1454
Abstract :
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.
Keywords :
decision support systems; fuzzy set theory; nuclear engineering computing; nuclear materials safeguards; IAEA expert evaluation; International Atomic Energy Agency; cumulative belief degree approach; fuzzy linguistic terms; international undertaking; missing value; nuclear programs; nuclear safeguard evaluation; nuclear weapons; reliability index; Aggregates; Databases; Effluents; Information analysis; Inspection; Neutron spin echo; Nuclear fuels; Nuclear weapons; Production; Research and development; Cumulative belief degree; decision support; linguistic processing; missing values; nuclear safeguards evaluation.;
fLanguage :
English
Journal_Title :
Knowledge and Data Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
1041-4347
Type :
jour
DOI :
10.1109/TKDE.2010.60
Filename :
5444881
Link To Document :
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