4.8 Article

Quantitative weights and aggregation

期刊

IEEE TRANSACTIONS ON FUZZY SYSTEMS
卷 12, 期 1, 页码 62-69

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TFUZZ.2003.822679

关键词

Choquet integral; penalty function; quantifier-based fuzzy measure; strong idempotency; triangular norm; weighted aggregation

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Based on the strong idempotency of aggregation operators, quantitative weights are incorporated into the fusion process. Our general method is compared with some previous specific cases. More details about weighted aggregation based on some penalty function is given. Further, weighted integral based aggregation linked to quantifier-based fuzzy measures is investigated, especially weighted OWA operators. Several examples are included.

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