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k-additive aggregation functions and their characterization
DOI:10.1016/j.ejor.2017.08.036.png)
摘要
En 中文
Inspired by the Grabisch idea of k-additive measures, we introduce and study k-additive aggregation functions. The Owen multilinear extension of a k-additive capacity is shown to be a particular k-additive aggregation function. We clarify the relation between k-additive aggregation functions and polynomials with degree not exceeding k. We also describe all basic 2-additive n-dimensional aggregation functions whose convex closure forms the class of all 2-additive n-dimensional aggregation functions. Moreover, we define k-arithmetic means and completely characterize 2-arithmetic means and idempotent 2-arithmetic means as well. Finally, we introduce notions of k-ordered weighted averaging operators and k-Choquet integrals. (C) 2017 Published by Elsevier B.V.
Keyword:
Multiple criteria analysis
k-additive aggregation function
k-additive capacity
Owen extension
k-OWA operators
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期刊
IF:
6
论文数:
2.2W
被引数:
6.4W
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