New Trends in Aggregation Theory
暫譯: 聚合理論的新趨勢

Halas, Radomir, Gagolewski, Marek, Mesiar, Radko

  • 出版商: Springer
  • 出版日期: 2019-05-17
  • 售價: $7,920
  • 貴賓價: 9.5$7,524
  • 語言: 英文
  • 頁數: 348
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030194930
  • ISBN-13: 9783030194932
  • 海外代購書籍(需單獨結帳)

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商品描述

This book collects the contributions presented at AGOP 2019, the 10th International Summer School on Aggregation Operators, which took place in Olomouc (Czech Republic) in July 2019. It includes contributions on topics ranging from the theory and foundations of aggregation functions to their various applications.

Aggregation functions have numerous applications, including, but not limited to, data fusion, statistics, image processing, and decision-making. They are usually defined as those functions that are monotone with respect to each input and that satisfy various natural boundary conditions. In particular settings, these conditions might be relaxed or otherwise customized according to the user's needs. Noteworthy classes of aggregation functions include means, t-norms and t-conorms, uninorms and nullnorms, copulas and fuzzy integrals (e.g., the Choquet and Sugeno integrals). This book provides a valuable overview of recent research trends in this area.

商品描述(中文翻譯)

本書收錄了於2019年7月在捷克共和國奧洛穆茨舉行的第十屆國際聚合運算子暑期學校(AGOP 2019)上所提出的貢獻。內容涵蓋從聚合函數的理論與基礎到其各種應用的主題。

聚合函數有著眾多應用,包括但不限於數據融合、統計學、影像處理和決策制定。它們通常被定義為對每個輸入都是單調的函數,並且滿足各種自然邊界條件。在特定的情境下,這些條件可能會根據使用者的需求進行放寬或自定義。值得注意的聚合函數類別包括均值、t-範數和t-共範數、uninorms和nullnorms、copulas以及模糊積分(例如,Choquet積分和Sugeno積分)。本書提供了該領域近期研究趨勢的寶貴概述。

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