Introduction to Fuzzy Logic
暫譯: 模糊邏輯入門

Peckol, James K.

  • 出版商: Wiley
  • 出版日期: 2021-08-02
  • 售價: $4,650
  • 貴賓價: 9.5$4,418
  • 語言: 英文
  • 頁數: 304
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119772613
  • ISBN-13: 9781119772613
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

INTRODUCTION TO FUZZY LOGIC

Learn more about the history, foundations, and applications of fuzzy logic in this comprehensive resource by an academic leader

Introduction to Fuzzy Logic delivers a high-level but accessible introduction to the rapidly growing and evolving field of fuzzy logic and its applications. Distinguished engineer, academic, and author James K. Peckol covers a wide variety of practical topics, including the differences between crisp and fuzzy logic, the people and professionals who find fuzzy logic useful, and the advantages of using fuzzy logic.

While the book assumes a solid foundation in embedded systems, including basic logic design, and C/C++ programming, it is written in a practical and easy-to-read style that engages the reader and assists in learning and retention. The author includes introductions of threshold and perceptron logic to further enhance the applicability of the material contained within.

After introducing readers to the topic with a brief description of the history and development of the field, Introduction to Fuzzy Logic goes on to discuss a wide variety of foundational and advanced topics, like:

  • A review of Boolean algebra, including logic minimization with algebraic means and Karnaugh maps
  • A discussion of crisp sets, including classic set membership, set theory and operations, and basic classical crisp set properties
  • A discussion of fuzzy sets, including the foundations of fuzzy set logic, set membership functions, and fuzzy set properties
  • An analysis of fuzzy inference and approximate reasoning, along with the concepts of containment and entailment and relations between fuzzy subsets

Perfect for mid-level and upper-level undergraduate and graduate students in electrical, mechanical, and computer engineering courses, Introduction to Fuzzy Logic covers topics included in many artificial intelligence, computational intelligence, and soft computing courses. Math students and professionals in a wide variety of fields will also significantly benefit from the material covered in this book.

商品描述(中文翻譯)

模糊邏輯導論

在這本由學術領袖撰寫的綜合資源中,深入了解模糊邏輯的歷史、基礎和應用

模糊邏輯導論 提供了一個高層次但易於理解的介紹,涵蓋了快速增長和發展的模糊邏輯及其應用。傑出的工程師、學者和作者 James K. Peckol 涵蓋了各種實用主題,包括清晰邏輯與模糊邏輯之間的差異、發現模糊邏輯有用的人士和專業人士,以及使用模糊邏輯的優勢。

雖然本書假設讀者具備嵌入式系統的堅實基礎,包括基本邏輯設計和 C/C++ 程式設計,但其以實用且易讀的風格撰寫,能吸引讀者並幫助學習和記憶。作者還介紹了閾值邏輯和感知器邏輯,以進一步增強書中材料的適用性。

在以簡要描述該領域的歷史和發展來引入讀者後,模糊邏輯導論 繼續討論各種基礎和進階主題,例如:


  • 布林代數的回顧,包括使用代數方法和卡諾圖進行邏輯最小化
  • 清晰集合的討論,包括經典集合成員資格、集合論及運算,以及基本的經典清晰集合性質
  • 模糊集合的討論,包括模糊集合邏輯的基礎、集合成員函數和模糊集合性質
  • 模糊推理和近似推理的分析,以及包含性和推導性概念及模糊子集之間的關係

本書非常適合電機、機械和計算機工程課程中的中級和高級本科生及研究生,模糊邏輯導論 涵蓋了許多人工智慧、計算智能和軟計算課程中的主題。數學學生和各個領域的專業人士也將從本書所涵蓋的材料中獲益良多。

作者簡介

James K. Peckol, PhD, is Principal Lecturer Emeritus in the Department of Electrical and Computer Engineering at the University of Washington in Seattle. He has over 50 years of experience in engineering and education in the fields of software, digital, medical, and embedded systems design and development.

作者簡介(中文翻譯)

詹姆斯·K·佩克爾 (James K. Peckol), 博士 是華盛頓大學 (University of Washington) 電機與計算機工程系的名譽首席講師。他在軟體、數位、醫療及嵌入式系統的設計與開發領域擁有超過 50 年的工程與教育經驗。