Introduction To Rule Based Fuzzy Logic Systems PDF Download
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| Author | : Jerry M. Mendel |
| Publisher | : Springer |
| Total Pages | : 701 |
| Release | : 2017-05-17 |
| Genre | : Technology & Engineering |
| ISBN | : 3319513702 |
Download Uncertain Rule-Based Fuzzy Systems Book in PDF, ePub and Kindle
The second edition of this textbook provides a fully updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications from time-series forecasting to knowledge mining to control. In this new edition, a bottom-up approach is presented that begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty. The author covers fuzzy rule-based systems – from type-1 to interval type-2 to general type-2 – in one volume. For hands-on experience, the book provides information on accessing MatLab and Java software to complement the content. The book features a full suite of classroom material.
| Author | : Jerry M. Mendel |
| Publisher | : IEEE |
| Total Pages | : 250 |
| Release | : 2001-12 |
| Genre | : Technology & Engineering |
| ISBN | : 9780780348349 |
Download Introduction to Rule-Based Fuzzy Logic Systems Book in PDF, ePub and Kindle
| Author | : Jerry M. Mendel |
| Publisher | : Prentice Hall |
| Total Pages | : 584 |
| Release | : 2001 |
| Genre | : Computers |
| ISBN | : |
Download Uncertain Rule-based Fuzzy Logic Systems Book in PDF, ePub and Kindle
Jerry Mendel explains the complete development of fuzzy logic systems and explores a new methodology to build better and more intelligent systems. Two case studies are carried throughout the book to illustrate and expand on the theories introduced.
| Author | : Guanrong Chen |
| Publisher | : CRC Press |
| Total Pages | : 328 |
| Release | : 2005-11-16 |
| Genre | : Computers |
| ISBN | : 1420057081 |
Download Introduction to Fuzzy Systems Book in PDF, ePub and Kindle
Introduction to Fuzzy Systems provides students with a self-contained introduction that requires no preliminary knowledge of fuzzy mathematics and fuzzy control systems theory. Simplified and readily accessible, it encourages both classroom and self-directed learners to build a solid foundation in fuzzy systems. After introducing the subjec
| Author | : James J. Buckley |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 287 |
| Release | : 2013-11-11 |
| Genre | : Computers |
| ISBN | : 3790817996 |
Download An Introduction to Fuzzy Logic and Fuzzy Sets Book in PDF, ePub and Kindle
This book is an excellent starting point for any curriculum in fuzzy systems fields such as computer science, mathematics, business/economics and engineering. It covers the basics leading to: fuzzy clustering, fuzzy pattern recognition, fuzzy database, fuzzy image processing, soft computing, fuzzy applications in operations research, fuzzy decision making, fuzzy rule based systems, fuzzy systems modeling, fuzzy mathematics. It is not a book designed for researchers - it is where you really learn the "basics" needed for any of the above-mentioned applications. It includes many figures and problem sets at the end of sections.
| Author | : Andras - Bardossy |
| Publisher | : CRC Press |
| Total Pages | : 245 |
| Release | : 2022-10-07 |
| Genre | : Technology & Engineering |
| ISBN | : 0429610866 |
Download Fuzzy Rule-Based Modeling with Applications to Geophysical, Biological, and Engineering Systems Book in PDF, ePub and Kindle
This book presents in a systematic and comprehensive manner the modeling of uncertainty, vagueness, or imprecision, alias "fuzziness," in just about any field of science and engineering. It delivers a usable methodology for modeling in the absence of real-time feedback. The book includes a short introduction to fuzzy logic containing basic definitions of fuzzy set theory and fuzzy rule systems. It describes methods for the assessment of rule systems, systems with discrete response sets, for modeling time series, for exact physical systems, examines verification and redundancy issues, and investigates rule response functions. Definitions and propositions, some of which have not been published elsewhere, are provided; numerous examples as well as references to more elaborate case studies are also given. Fuzzy rule-based modeling has the potential to revolutionize fields such as hydrology because it can handle uncertainty in modeling problems too complex to be approached by a stochastic analysis. There is also excellent potential for handling large-scale systems such as regionalization or highly non-linear problems such as unsaturated groundwater pollution.
| Author | : Jerry M. Mendel |
| Publisher | : Springer |
| Total Pages | : 0 |
| Release | : 2023-09-12 |
| Genre | : Technology & Engineering |
| ISBN | : 9783031353772 |
Download Explainable Uncertain Rule-Based Fuzzy Systems Book in PDF, ePub and Kindle
The third edition of this textbook presents a further updated approach to fuzzy sets and systems that can model uncertainty — i.e., “type-2” fuzzy sets and systems. The author demonstrates how to overcome the limitations of classical fuzzy sets and systems, enabling a wide range of applications, from time-series forecasting to knowledge mining to classification to control and to explainable AI (XAI). This latest edition again begins by introducing classical (type-1) fuzzy sets and systems, and then explains how they can be modified to handle uncertainty, leading to type-2 fuzzy sets and systems. New material is included about how to obtain fuzzy set word models that are needed for XAI, similarity of fuzzy sets, a quantitative methodology that lets one explain in a simple way why the different kinds of fuzzy systems have the potential for performance improvements over each other, and new parameterizations of membership functions that have the potential for achieving even greater performance for all kinds of fuzzy systems. For hands-on experience, the book provides information on accessing MATLAB, Java, and Python software to complement the content. The book features a full suite of classroom material.
| Author | : Oscar Cordon |
| Publisher | : World Scientific |
| Total Pages | : 489 |
| Release | : 2001-07-13 |
| Genre | : Computers |
| ISBN | : 9814494453 |
Download Genetic Fuzzy Systems: Evolutionary Tuning And Learning Of Fuzzy Knowledge Bases Book in PDF, ePub and Kindle
In recent years, a great number of publications have explored the use of genetic algorithms as a tool for designing fuzzy systems. Genetic Fuzzy Systems explores and discusses this symbiosis of evolutionary computation and fuzzy logic. The book summarizes and analyzes the novel field of genetic fuzzy systems, paying special attention to genetic algorithms that adapt and learn the knowledge base of a fuzzy-rule-based system. It introduces the general concepts, foundations and design principles of genetic fuzzy systems and covers the topic of genetic tuning of fuzzy systems. It also introduces the three fundamental approaches to genetic learning processes in fuzzy systems: the Michigan, Pittsburgh and Iterative-learning methods. Finally, it explores hybrid genetic fuzzy systems such as genetic fuzzy clustering or genetic neuro-fuzzy systems and describes a number of applications from different areas.Genetic Fuzzy System represents a comprehensive treatise on the design of the fuzzy-rule-based systems using genetic algorithms, both from a theoretical and a practical perspective. It is a valuable compendium for scientists and engineers concerned with research and applications in the domain of fuzzy systems and genetic algorithms.
| Author | : William Siler |
| Publisher | : John Wiley & Sons |
| Total Pages | : 423 |
| Release | : 2005-02-22 |
| Genre | : Computers |
| ISBN | : 0471698490 |
Download Fuzzy Expert Systems and Fuzzy Reasoning Book in PDF, ePub and Kindle
Hier lernen Sie, Expertensysteme auf der Basis von Fuzzy Logic zu konstruieren, die sich für den praktischen Einsatz eignen. Expertensysteme werden zunächst allgemein definiert, und die zugrundeliegende Mathematik wird eingeführt. Regelbasierte Systeme werden gründlicher besprochen als in jedem anderen Buch mit ähnlichem Thema. Am Ende jedes Kapitels können Sie Ihren Wissensstand anhand von Übungsaufgaben überprüfen. Von einem zugehörigen ftp-Server können Sie Ergänzungsmaterial abrufen. Für Praktiker und Forscher aus dem akademischen Umfeld gleichermaßen geeignet!
| Author | : Guanrong Chen |
| Publisher | : CRC Press |
| Total Pages | : 329 |
| Release | : 2000-11-27 |
| Genre | : Mathematics |
| ISBN | : 1420039814 |
Download Introduction to Fuzzy Sets, Fuzzy Logic, and Fuzzy Control Systems Book in PDF, ePub and Kindle
In the early 1970s, fuzzy systems and fuzzy control theories added a new dimension to control systems engineering. From its beginnings as mostly heuristic and somewhat ad hoc, more recent and rigorous approaches to fuzzy control theory have helped make it an integral part of modern control theory and produced many exciting results. Yesterday's "art
