SpringerBriefs in Computational Intelligence

Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic

Authors: Melin, Patricia, Martinez, Gabriela E

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  • Presents an extension of the aggregation operator of the generalized interval type-2 Sugeno integral using generalized type-2 fuzzy logic
  • Demonstrates implementation in a modular neural network applied to face recognition and in an edge detector
  • Offers a brief introduction to the potential use of the aggregation operators in real-world applications
  • Discusses the basic concepts of type-1, interval type-2 and generalized type-2 fuzzy logic
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eBook $44.99
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  • ISBN 978-3-030-16416-4
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Softcover $59.99
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  • ISBN 978-3-030-16415-7
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  • Usually dispatched within 3 to 5 business days.
About this book

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.

Reviews

“The exposure of the material is well structured and abundant detailed numeric examples are a visible asset of the publication. Overall, a useful reading material of interest to those involved in fuzzy aggregation models, their generalizations and applications.” (Witold Pedrycz, zbMath 1417.68003, 2019)


Table of contents (5 chapters)

Table of contents (5 chapters)

Buy this book

eBook $44.99
price for USA in USD (gross)
  • ISBN 978-3-030-16416-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $59.99
price for USA in USD
  • ISBN 978-3-030-16415-7
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Extension of the Fuzzy Sugeno Integral Based on Generalized Type-2 Fuzzy Logic
Authors
Series Title
SpringerBriefs in Computational Intelligence
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
The Author(s), under exclusive license to Springer Nature Switzerland AG
eBook ISBN
978-3-030-16416-4
DOI
10.1007/978-3-030-16416-4
Softcover ISBN
978-3-030-16415-7
Series ISSN
2625-3704
Edition Number
1
Number of Pages
XIII, 65
Topics