| 期刊全稱 | A Practical Guide to Averaging Functions | | 影響因子2023 | Gleb Beliakov,Humberto Bustince Sola,Tomasa Calvo | | 視頻video | http://file.papertrans.cn/142/141791/141791.mp4 | | 發(fā)行地址 | Presents the state-of-art in aggregation methods, with a special focus on averaging functions.Discusses generalizations as well as prototypical applications.Includes all the relevant mathematical conc | | 學科分類 | Studies in Fuzziness and Soft Computing | | 圖書封面 |  | | 影響因子 | .This book offers an easy-to-use and practice-oriented reference guide to mathematical averages. It presents different ways of aggregating input values given on a numerical scale, and of choosing and/or constructing aggregating functions for specific applications. Building on a previous monograph by Beliakov et al. published by Springer in 2007, it outlines new aggregation methods developed in the interim, with a special focus on the topic of averaging aggregation functions. It examines recent advances in the field, such as aggregation on lattices, penalty-based aggregation and weakly monotone averaging, and extends many of the already existing methods, such as: ordered weighted averaging (OWA), fuzzy integrals and mixture functions. A substantial mathematical background is not called for, as all the relevant mathematical notions are explained here and reported on together with a wealth of graphical illustrations of distinct families of aggregation functions. The authors mainly focus on practical applications and give central importance to the conciseness of exposition, as well as the relevance and applicability of the reported methods, offering a valuable resource for computer sci | | Pindex | Book 2016 |
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