Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic SpringerBriefs in Applied Sciences and Technology
暫譯: 基於廣義型二模糊邏輯的模糊Sugeno積分擴展

Patricia Melin , Gabriela E. Martinez

  • 出版商: Springer
  • 出版日期: 2019-04-08
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 80
  • 裝訂: Paperback
  • ISBN: 3030164152
  • ISBN-13: 9783030164157
  • 海外代購書籍(需單獨結帳)

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商品描述

This book presents an extension of the aggregation operator of the generalized interval type-2 Sugeno integral using generalized type-2 fuzzy logic. This extension enables it to handle higher levels of uncertainty when adding any number of sources and types of information in a wide variety of decision-making applications. The authors also demonstrate that the extended aggregation operator offers better performance than other traditional or extended operators. The book is a valuables reference resource for students and researchers working on theory and applications of fuzzy logic in various areas of application where decision making is performed under high levels of uncertainty, such as pattern recognition, time series prediction, intelligent control and manufacturing.

商品描述(中文翻譯)

本書介紹了一種擴展的聚合運算子,該運算子基於廣義區間型2的Sugeno積分,並使用廣義型2模糊邏輯。這種擴展使其能夠在各種決策應用中,處理在添加任意數量的來源和信息類型時的更高不確定性。作者還展示了擴展的聚合運算子在性能上優於其他傳統或擴展運算子。本書是學生和研究人員在模糊邏輯理論及其在各種應用領域中的應用(如模式識別、時間序列預測、智能控制和製造等)下進行高不確定性決策時的重要參考資源。