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Fuzzy Set and Its Extension: The Intuitionistic Fuzzy Set
暫譯: 模糊集合及其擴展:直覺模糊集合

Tamalika Chaira

  • 出版商: Wiley
  • 出版日期: 2019-04-23
  • 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: 111954419X
  • ISBN-13: 9781119544197
  • 海外代購書籍(需單獨結帳)

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商品描述

Provides detailed mathematical exposition of the fundamentals of fuzzy set theory, including intuitionistic fuzzy sets

This book examines fuzzy and intuitionistic fuzzy mathematics and unifies the latest existing works in literature. It enables readers to fully understand the mathematics of both fuzzy set and intuitionistic fuzzy set so that they can use either one in their applications.

Each chapter of Fuzzy Set and Its Extension: The Intuitionistic Fuzzy Set begins with an introduction, theory, and several examples to guide readers along. The first one starts by laying the groundwork of fuzzy/intuitionistic fuzzy sets, fuzzy hedges, and fuzzy relations. The next covers fuzzy numbers and explains Zadeh's extension principle. Then comes chapters looking at fuzzy operators; fuzzy similarity measures and measures of fuzziness; and fuzzy/intuitionistic fuzzy measures and fuzzy integrals. The book also: discusses the definition and properties of fuzzy measures; examines matrices and determinants of a fuzzy matrix; and teaches about fuzzy linear equations. Readers will also learn about fuzzy subgroups. The second to last chapter examines the application of fuzzy and intuitionistic fuzzy mathematics in image enhancement, segmentation, and retrieval. Finally, the book concludes with coverage the extension of fuzzy sets. This book:

  • Covers both fuzzy and intuitionistic fuzzy sets and includes examples and practical applications
  • Discusses intuitionistic fuzzy integrals and recent aggregation operators using Choquet integral, with examples
  • Includes a chapter on applications in image processing using fuzzy and intuitionistic fuzzy sets
  • Explains fuzzy matrix operations and features examples

Fuzzy Set and Its Extension: The Intuitionistic Fuzzy Set is an ideal text for graduate and research students, as well as professionals, in image processing, decision-making, pattern recognition, and control system design.

商品描述(中文翻譯)

提供模糊集合理論基礎的詳細數學闡述,包括直覺模糊集合

本書探討模糊數學和直覺模糊數學,並統合現有文獻中的最新研究成果。它使讀者能夠充分理解模糊集合和直覺模糊集合的數學,以便在應用中使用這兩者。

《模糊集合及其擴展:直覺模糊集合》的每一章都以介紹、理論和幾個範例開始,以引導讀者。第一章從奠定模糊/直覺模糊集合、模糊邊界和模糊關係的基礎開始。接下來的章節涵蓋模糊數字並解釋Zadeh的擴展原則。然後是探討模糊運算子、模糊相似度量和模糊性度量的章節,以及模糊/直覺模糊度量和模糊積分。本書還討論模糊度量的定義和性質,檢視模糊矩陣的矩陣和行列式,並教授模糊線性方程。讀者還將學習模糊子群。倒數第二章探討模糊和直覺模糊數學在影像增強、分割和檢索中的應用。最後,本書以模糊集合的擴展作為結尾。

本書:


  • 涵蓋模糊和直覺模糊集合,並包括範例和實際應用

  • 討論直覺模糊積分和使用Choquet積分的最新聚合運算子,並附有範例

  • 包括一章關於使用模糊和直覺模糊集合的影像處理應用

  • 解釋模糊矩陣運算並提供範例

《模糊集合及其擴展:直覺模糊集合》是研究生和研究學生,以及影像處理、決策制定、模式識別和控制系統設計專業人士的理想教材。

作者簡介

Tamalika Chaira, PhD, is an advisory board member at Aravalli Pharma Health Care, New Delhi. She was a scientist for seven years in Indian Institute of Technology Delhi, New Delhi. Dr. Chaira received her PhD from Indian Institute of Technology Kharagpur, India. She is on the Advisory board of Advances in Information Mining. Her research is based on medical image processing using fuzzy, intuitionistic fuzzy, and Type II fuzzy mathematics.

作者簡介(中文翻譯)

Tamalika Chaira 博士是位於新德里的 Aravalli Pharma Health Care 的顧問委員會成員。她曾在印度德里理工學院擔任科學家七年。Chaira 博士在印度卡拉格普爾理工學院獲得博士學位。她是《信息挖掘進展》期刊的顧問委員會成員。她的研究專注於使用模糊、直覺模糊和第二類模糊數學進行醫學影像處理。