Mathematics of Fuzzy Sets and Fuzzy Logic (Studies in Fuzziness and Soft Computing)
暫譯: 模糊集合與模糊邏輯的數學(模糊與軟計算研究)

Barnabas Bede

  • 出版商: Springer
  • 出版日期: 2015-01-29
  • 售價: $6,890
  • 貴賓價: 9.5$6,546
  • 語言: 英文
  • 頁數: 288
  • 裝訂: Paperback
  • ISBN: 3642433022
  • ISBN-13: 9783642433023
  • 海外代購書籍(需單獨結帳)

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商品描述

This book presents a mathematically-based introduction into the fascinating topic of Fuzzy Sets and Fuzzy Logic and might be used as textbook at both undergraduate and graduate levels and also as reference guide for mathematician, scientists or engineers who would like to get an insight into Fuzzy Logic.

 

Fuzzy Sets have been introduced by Lotfi Zadeh in 1965 and since then, they have been used in many applications. As a consequence, there is a vast literature on the practical applications of fuzzy sets, while theory has a more modest coverage. The main purpose of the present book is to reduce this gap by providing a theoretical introduction into Fuzzy Sets based on Mathematical Analysis and Approximation Theory. Well-known applications, as for example fuzzy control, are also discussed in this book and placed on new ground, a theoretical foundation. Moreover, a few advanced chapters and several new results are included. These comprise, among others, a new systematic and constructive approach for fuzzy inference systems of Mamdani and Takagi-Sugeno types, that investigates their approximation capability by providing new error estimates.

 

商品描述(中文翻譯)

這本書提供了一個以數學為基礎的介紹,探討模糊集合(Fuzzy Sets)和模糊邏輯(Fuzzy Logic)這一迷人的主題,適合作為本科生和研究生的教科書,也可作為數學家、科學家或工程師的參考指南,幫助他們深入了解模糊邏輯。

模糊集合由Lotfi Zadeh於1965年提出,自那時以來,它們已被應用於許多領域。因此,關於模糊集合的實際應用文獻非常豐富,而理論方面的文獻則相對較少。本書的主要目的是通過提供基於數學分析和逼近理論的模糊集合理論介紹,來縮小這一差距。本書還討論了一些知名的應用,例如模糊控制,並在新的理論基礎上進行探討。此外,本書還包含幾個進階章節和若干新結果。其中包括一種新的系統性和建設性的方法,用於Mamdani和Takagi-Sugeno類型的模糊推理系統,該方法通過提供新的誤差估計來研究其逼近能力。