General Schemes of Combining Rules and the Quality Characteristics of Combining

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Abstract

Some general schemes and examples of aggregation of two belief functions into a single belief function are considered in this paper. We find some sufficient conditions of change of ignorance when evidences are combined with the help of various rules. It is shown that combining rules can be regarded as pessimistic or optimistic depending on the sign of the change of ignorance after applying.

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Lepskiy, A. (2014). General Schemes of Combining Rules and the Quality Characteristics of Combining. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8764, 29–38. https://doi.org/10.1007/978-3-319-11191-9_4

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