Overview
- Offers a timely snapshot of new fuzzy theories and methods
- Describes new operations with fuzzy sets
- Shows applications to clustering, decision making and information processing
Part of the book series: Studies in Fuzziness and Soft Computing (STUDFUZZ, volume 391)
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About this book
This book provides a timely and comprehensive overview of current theories and methods in fuzzy logic, as well as relevant applications in a variety of fields of science and technology. Dedicated to Lotfi A. Zadeh on his one year death anniversary, the book goes beyond a pure commemorative text. Yet, it offers a fresh perspective on a number of relevant topics, such as computing with words, theory of perceptions, possibility theory, and decision-making in a fuzzy environment. Written by Zadeh’s closest colleagues and friends, the different chapters are intended both as a timely reference guide and a source of inspiration for scientists, developers and researchers who have been dealing with fuzzy sets or would like to learn more about their potential for their future research.
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Keywords
- Linguistic variable
- K-sets algorithm
- Semi-supervised learning
- Lotfi A. Zadeh
- Fuzzy Inference
- Fuzzy logic based decision support systems
- Fuzzy analysis of hashtags
- Fuzzy clustering
- Construction of fuzzy signatures
- Fuzzy membership functions
- Randon connection matrix
- Fuzzy cognitive maps
- Crisp clustering
- Linear and nonlinear preference models
- Recurrent learning algorithms
- Regularized optimization problem
- Computation with Z-numbers
- Optimal weights a neural network
- Additive aggregation methods
- Fuzzy information processing
Table of contents (10 chapters)
Editors and Affiliations
Bibliographic Information
Book Title: Recent Developments in Fuzzy Logic and Fuzzy Sets
Book Subtitle: Dedicated to Lotfi A. Zadeh
Editors: Shahnaz N. Shahbazova, Michio Sugeno, Janusz Kacprzyk
Series Title: Studies in Fuzziness and Soft Computing
DOI: https://doi.org/10.1007/978-3-030-38893-5
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: Springer Nature Switzerland AG 2020
Hardcover ISBN: 978-3-030-38892-8Published: 06 March 2020
Softcover ISBN: 978-3-030-38895-9Published: 06 March 2021
eBook ISBN: 978-3-030-38893-5Published: 05 March 2020
Series ISSN: 1434-9922
Series E-ISSN: 1860-0808
Edition Number: 1
Number of Pages: VI, 211
Number of Illustrations: 54 b/w illustrations, 18 illustrations in colour
Topics: Computational Intelligence, Calculus of Variations and Optimal Control; Optimization, Computational Linguistics, Game Theory, Economics, Social and Behav. Sciences