タカハギ エイイチロウ
TAKAHAGI Eiichiro
高萩 栄一郎 所属 専修大学 商学部 専修大学大学院 商学研究科 職種 教授 |
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言語種別 | 英語 |
発行・発表の年月 | 2012/07 |
形態種別 | 学術書 |
標題 | Vector-Valued Choquet Integrals for Set Functions and Bi-capacities |
執筆形態 | 単著 |
掲載誌名 | Communications in Computer and Information Science, Advances in Computational Intelligence |
巻・号・頁 | 300,pp.218-227 |
総ページ数 | 10 |
概要 | Logical vector-valued Choquet integral models are vector-valued functions calculated by m times Choquet integral calculations with respect to the m-th set functions to the interval [0,1]. By placing restrictions on the set functions, we can get some good properties, such as a normalized output. To introduce a symmetric difference expression, some set functions are transformed into monotone set functions, and they can be interpreted by using fuzzy measure tools such as Shapley values. Similarly, we introduce a vector-valued Choquet integral for bi-capacities and their symmetric difference expressions. Despite from the vector-valued Choquet integral for set functions, the output values match with original and symmetric difference expressions. <a href="http://dx.doi.org/10.1007/978-3-642-31724-8_23">link</a> |
DOI | 10.1007/978-3-642-31724-8_23 |