Aggregation Functions 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Grabisch, Michel/ Marichal, Jean-luc/ Mesiar, Radko/ Pap, Endre 作者

译者

2009-8 出版日期

482 页数

$ 162.72 价格

丛书系列

9780521519267 图书编码

Aggregation Functions 在线电子书图书标签: 计算机科学 Functions Aggregation 2009

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Aggregation Functions 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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Aggregation is the process of combining several numerical values into a single representative value, and an aggregation function performs this operation. These functions arise wherever aggregating information is important: applied and pure mathematics (probability, statistics, decision theory, functional equations), operations research, computer science, and many applied fields (economics and finance, pattern recognition and image processing, data fusion, etc.). This is a comprehensive, rigorous and self-contained exposition of aggregation functions. Classes of aggregation functions covered include triangular norms and conorms, copulas, means and averages, and those based on nonadditive integrals. The properties of each method, as well as their interpretation and analysis, are studied in depth, together with construction methods and practical identification methods. Special attention is given to the nature of scales on which values to be aggregated are defined (ordinal, interval, ratio, bipolar). It is an ideal introduction for graduate students and a unique resource for researchers.

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