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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Table of contents (10 chapters)
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Front Matter
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
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.
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