Comprehensive and timely report on fuzzy logic and its applications
Analyzes the paradigm shift in uncertainty management upon the introduction of fuzzy logic
Edited and written by top scientists in both theoretical and applied fuzzy logic
This book presents a comprehensive report on the evolution of Fuzzy Logic since its formulation in Lotfi Zadeh’s seminal paper on “fuzzy sets,” published in 1965. In addition, it features a stimulating sampling from the broad field of research and development inspired by Zadeh’s paper. The chapters, written by pioneers and prominent scholars in the field, show how fuzzy sets have been successfully applied to artificial intelligence, control theory, inference, and reasoning. The book also reports on theoretical issues; features recent applications of Fuzzy Logic in the fields of neural networks, clustering, data mining and software testing; and highlights an important paradigm shift caused by Fuzzy Logic in the area of uncertainty management. Conceived by the editors as an academic celebration of the fifty years’ anniversary of the 1965 paper, this work is a must-have for students and researchers willing to get an inspiring picture of the potentialities, limitations, achievements and accomplishments of Fuzzy Logic-based systems.
Topics
Computational Intelligence
Data Mining and Knowledge Discovery
Control
Artificial Intelligence (incl. Robotics)
Author(s): Dan E. Tamir, Naphtali D. Rishe, Abraham Kandel
Series: Studies in Fuzziness and Soft Computing Vol. 326
Edition: 2015
Publisher: Springer
Year: 2015
Language: English
Pages: C, xiii, 684
Tags: Математика;Математическая логика;Нечеткая логика;
Front Matter
Pages i-xiii
Book Chapter
Pages 1-24
Toward a Restriction-Centered Theory of Truth and Meaning (RCT)
Lotfi A. Zadeh
Book Chapter
Pages 25-38
Functional Solution of the Knowledge Level Control Problem: The Principles of Fuzzy Logic Rules and Linguistic Variables
Ali M. Abbasov, Shahnaz N. Shahbazova
Book Chapter
Pages 39-50
Learning Systems with FUZZY
Sang Wan Lee, Z. Zenn Bien
Book Chapter
Pages 51-63
Fuzzy Modifiers at the Core of Interpretable Fuzzy Systems
Bernadette Bouchon-Meunier, Christophe Marsala
Book Chapter
Pages 65-77
Human and Machine Intelligence — Between Fuzzy Logic and Daoist Thought
Liya Ding, Xiaogan Liu
Book Chapter
Pages 79-106
Developing Fuzzy State Models as Markov Chain Models with Fuzzy Encoding
Dimitar Filev, Ilya Kolmanovsky, Ronald Yager
Book Chapter
Pages 107-124
Incremental Granular Fuzzy Modeling Using Imprecise Data Streams
Daniel Leite, Fernando Gomide
Book Chapter
Pages 125-151
Fuzzy Measures and Integrals: Recent Developments
Michel Grabisch
Book Chapter
Pages 153-168
Important New Terms and Classifications in Uncertainty and Fuzzy Logic
Madan M. Gupta, Ashu M. G. Solo
Book Chapter
Pages 169-181
Formalization and Visualization of Kansei Information Based on Fuzzy Set Approach
Fangyan Dong, Kaoru Hirota
Book Chapter
Pages 183-200
Cognitive Informatics: A Proper Framework for the Use of Fuzzy Dynamic Programming for the Modeling of Regional Development?
Janusz Kacprzyk
Book Chapter
Pages 201-225
On Discord Between Expected and Actual Developments in Applications of Fuzzy Logic During Its First Fifty Years
George J. Klir
Book Chapter
Pages 227-244
Meta-Heuristic Optimization of a Fuzzy Character Recognizer
Alex Tormási, László T. Kóczy
Book Chapter
Pages 245-265
Additive Fuzzy Systems as Generalized Probability Mixture Models
Bart Kosko
Book Chapter
Pages 267-296
Fuzzy Information Retrieval Systems: A Historical Perspective
Donald H. Kraft, Erin Colvin, Gloria Bordogna, Gabriella Pasi
Book Chapter
Pages 297-313
Is the World Itself Fuzzy? Physical Arguments and Unexpected Computational Consequences of Zadeh’s Vision
Vladik Kreinovich, Olga Kosheleva
Book Chapter
Pages 315-335
Handling Noise and Outliers in Fuzzy Clustering
Christian Borgelt, Christian Braune, Marie-Jeanne Lesot, Rudolf Kruse
Book Chapter
Pages 337-359
A Fuzzy-Based Approach to Survival Data Mining
Mark Last, Hezi Halpert
Book Chapter
Pages 361-385
Knowledge Extraction from Support Vector Machines: A Fuzzy Logic Approach
Shahaf Duenyas, Michael Margaliot
Book Chapter
Pages 387-399
On Type-Reduction Versus Direct Defuzzification for Type-2 Fuzzy Logic Systems
Jerry M. Mendel
Book Chapter
Pages 401-414
On Fuzzy Theory for Econometrics
Hung T. Nguyen, Songsak Sriboonchitta
Book Chapter
Pages 415-457
On Z-numbers and the Machine-Mind for Natural Language Comprehension
Romi Banerjee, Sankar K. Pal
Book Chapter
Pages 459-481
Evolutionary Reduction of Fuzzy Rule-Based Models
Witold Pedrycz, Kuwen Li, Marek Reformat
Book Chapter
Pages 483-497
Geospatial Uncertainty Representation: Fuzzy and Rough Set Approaches
Frederick Petry, Paul Elmore
Book Chapter
Pages 499-517
How to Efficiently Diagnose and Repair Fuzzy Database Queries that Fail
Olivier Pivert, Grégory Smits
Book Chapter
Pages 519-536
The Web, Similarity, and Fuzziness
Parisa D. Hossein Zadeh, Marek Z. Reformat
Book Chapter
Pages 537-580
The Genesis of Fuzzy Sets and Systems – Aspects in Science and Philosophy
Rudolf Seising
Book Chapter
Pages 581-608
Fuzzy Logic in Speech Technology - Introductory and Overviewing Glimpses
Horia-Nicolai Teodorescu
Book Chapter
Pages 609-642
Fuzzy Sets: Towards the Scientific Domestication of Imprecision
Enric Trillas
Book Chapter
Pages 643-659
Type 1 and Full Type 2 Fuzzy System Models
I. Burhan Türkşen
Book Chapter
Pages 661-681
Complex Fuzzy Sets and Complex Fuzzy Logic an Overview of Theory and Applications
Dan E. Tamir, Naphtali D. Rishe, Abraham Kandel
Back Matter
Pages 683-684
