Fuzzy Logic And Soft Computing

Author : Bernadette Bouchon-Meunier,Ronald R Yager,Lotfi A Zadeh
Publisher : World Scientific
Page : 508 pages
File Size : 55,5 Mb
Release : 1995-09-15
Category : Computers
ISBN : 9789814500081

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Fuzzy Logic and Soft Computing by Bernadette Bouchon-Meunier,Ronald R Yager,Lotfi A Zadeh Pdf

Soft computing is a new, emerging discipline rooted in a group of technologies that aim to exploit the tolerance for imprecision and uncertainty in achieving solutions to complex problems. The principal components of soft computing are fuzzy logic, neurocomputing, genetic algorithms and probabilistic reasoning. This volume is a collection of up-to-date articles giving a snapshot of the current state of the field. It covers the whole expanse, from theoretical foundations to applications. The contributors are among the world leaders in the field. Contents:Fuzzy Logic and Genetic AlgorithmsLearningFuzzy and Hybrid SystemsDecision and Aggregation TechniquesFuzzy Logic in DatabasesFoundations of Fuzzy LogicApplications of Fuzzy Sets Readership: Researchers and computer scientists. keywords:

Author : Oscar Castillo,Patricia Melin,Oscar Montiel Ross,Roberto Sepúlveda Cruz,Witold Pedrycz
Publisher : Springer Science & Business Media
Page : 626 pages
File Size : 45,9 Mb
Release : 2007-10-10
Category : Technology & Engineering
ISBN : 9783540724346

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Theoretical Advances and Applications of Fuzzy Logic and Soft Computing by Oscar Castillo,Patricia Melin,Oscar Montiel Ross,Roberto Sepúlveda Cruz,Witold Pedrycz Pdf

This book comprises a selection of papers on theoretical advances and applications of fuzzy logic and soft computing from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007. These papers constitute an important contribution to the theory and applications of fuzzy logic and soft computing methodologies.

Author : Guoqing Chen,Mingsheng Ying,Kai-Yuan Cai
Publisher : Springer Science & Business Media
Page : 296 pages
File Size : 44,5 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461552611

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Fuzzy Logic and Soft Computing by Guoqing Chen,Mingsheng Ying,Kai-Yuan Cai Pdf

Fuzzy Logic and Soft Computing contains contributions from world-leading experts from both the academic and industrial communities. The first part of the volume consists of invited papers by international authors describing possibilistic logic in decision analysis, fuzzy dynamic programming in optimization, linguistic modifiers for word computation, and theoretical treatments and applications of fuzzy reasoning. The second part is composed of eleven contributions from Chinese authors focusing on some of the key issues in the fields: stable adaptive fuzzy control systems, partial evaluations and fuzzy reasoning, fuzzy wavelet neural networks, analysis and applications of genetic algorithms, partial repeatability, rough set reduction for data enriching, limits of agents in process calculus, medium logic and its evolution, and factor spaces canes. These contributions are not only theoretically sound and well-formulated, but are also coupled with applicability implications and/or implementation treatments. The domains of applications realized or implied are: decision analysis, word computation, databases and knowledge discovery, power systems, control systems, and multi-destinational routing. Furthermore, the articles contain materials that are an outgrowth of recently conducted research, addressing fundamental and important issues of fuzzy logic and soft computing.

Author : Jenny Carter,Francisco Chiclana,Arjab Singh Khuman,Tianhua Chen
Publisher : Springer Nature
Page : 269 pages
File Size : 48,6 Mb
Release : 2021-05-04
Category : Computers
ISBN : 9783030664749

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Fuzzy Logic by Jenny Carter,Francisco Chiclana,Arjab Singh Khuman,Tianhua Chen Pdf

Since its inception, fuzzy logic has attracted an incredible amount of interest, and this interest continues to grow at an exponential rate. As such, scientists, researchers, educators and practitioners of fuzzy logic continue to expand on the applicability of what and how fuzzy can be utilised in the real-world. In this book, the authors present key application areas where fuzzy has had significant success. The chapters cover a plethora of application domains, proving credence to the versatility and robustness of a fuzzy approach. A better understanding of fuzzy will ultimately allow for a better appreciation of fuzzy. This book provides the reader with a varied range of examples to illustrate what fuzzy logic can be capable of and how it can be applied. The text will be ideal for individuals new to the notion of fuzzy, as well as for early career academics who wish to further expand on their knowledge of fuzzy applications. The book is also suitable as a supporting text for advanced undergraduate and graduate-level modules on fuzzy logic, soft computing, and applications of AI.

Author : Rafik Aziz ogly Aliev,R. R. Aliev
Publisher : World Scientific
Page : 470 pages
File Size : 42,6 Mb
Release : 2001
Category : Computers
ISBN : 9810247001

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Soft Computing and Its Applications by Rafik Aziz ogly Aliev,R. R. Aliev Pdf

The concept of soft computing is still in its initial stages of crystallization. Presently available books on soft computing are merely collections of chapters or articles about different aspects of the field. This book is the first to provide a systematic account of the major concepts and methodologies of soft computing, presenting a unified framework that makes the subject more accessible to students and practitioners. Particularly worthy of note is the inclusion of a wealth of information about neuro-fuzzy, neuro-genetic, fuzzy-genetic and neuro-fuzzy-genetic systems, with many illuminating applications and examples.

Author : Fred Aminzadeh,Mohammad Jamshidi
Publisher : Prentice Hall
Page : 330 pages
File Size : 40,9 Mb
Release : 1994
Category : Computers
ISBN : CORNELL:31924072251774

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Soft Computing by Fred Aminzadeh,Mohammad Jamshidi Pdf

This volume presents a collection of articles on state-of-the-art soft computing and AI applications that cover broad domains and many disciplines. The authors explain the evolution of the mathematics behind the intelligent systems; consider fuzzy logic and neural network applications; and explore several AI applications.

Author : Esko Turunen
Publisher : Physica
Page : 212 pages
File Size : 54,7 Mb
Release : 1999-09-24
Category : Business & Economics
ISBN : UCSC:32106015489625

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Mathematics Behind Fuzzy Logic by Esko Turunen Pdf

Many results in fuzzy logic depend on the mathematical structure the truth value set obeys. In this textbook the algebraic foundations of many-valued and fuzzy reasoning are introduced. The book is self-contained, thus no previous knowledge in algebra or in logic is required. It contains 134 exercises with complete answers, and can therefore be used as teaching material at universities for both undergraduated and post-graduated courses. Chapter 1 starts from such basic concepts as order, lattice, equivalence and residuated lattice. It contains a full section on BL-algebras. Chapter 2 concerns MV-algebra and its basic properties. Chapter 3 applies these mathematical results on Lukasiewicz-Pavelka style fuzzy logic, which is studied in details; besides semantics, syntax and completeness of this logic, a lot of examples are given. Chapter 4 shows the connection between fuzzy relations, approximate reasoning and fuzzy IF-THEN rules to residuated lattices.

Author : Alfredo Petrosino,Vincenzo Loia,Witold Pedrycz
Publisher : Springer
Page : 281 pages
File Size : 45,5 Mb
Release : 2017-02-06
Category : Computers
ISBN : 9783319529622

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Fuzzy Logic and Soft Computing Applications by Alfredo Petrosino,Vincenzo Loia,Witold Pedrycz Pdf

This book constitutes the proceedings of the 11th International Workshop on Fuzzy Logic and Applications, WILF 2016, held in Naples, Italy, in December 2016. The 22 revised full papers presented together with 2 invited lectures were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on fuzzy measures and transforms; granularity and multi-logics, clustering and learning; knowledge systems; and soft computing and applications.

Author : Anonim
Publisher : 清华大学出版社有限公司
Page : 594 pages
File Size : 46,6 Mb
Release : 2005
Category : Computational intelligence
ISBN : 7302113777

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Fuzzy Logic, Soft Computing and Computational Intelligence by Anonim Pdf

Author : Vojislav Kecman
Publisher : MIT Press
Page : 556 pages
File Size : 51,7 Mb
Release : 2001
Category : Computers
ISBN : 0262112558

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Learning and Soft Computing by Vojislav Kecman Pdf

This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.

Author : Ronald R Yager,Ali M. Abbasov,Marek Z. Reformat,Shahnaz N Shahbazova
Publisher : Springer
Page : 316 pages
File Size : 42,5 Mb
Release : 2012-10-31
Category : Technology & Engineering
ISBN : 9783642349225

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Soft Computing: State of the Art Theory and Novel Applications by Ronald R Yager,Ali M. Abbasov,Marek Z. Reformat,Shahnaz N Shahbazova Pdf

This book is a tribute to Lotfi A. Zadeh, the father of fuzzy logic, on the occasion of his 90th Birthday. The book gathers original scientific contributions written by top scientists and presenting the latest theories, applications and new trends in the fascinating and challenging field of soft computing.

Author : Patricia Melin,Oscar Castillo,Luis T. Aguilar,Witold Pedrycz
Publisher : Springer Science & Business Media
Page : 832 pages
File Size : 40,8 Mb
Release : 2007-07-02
Category : Computers
ISBN : 9783540729501

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Foundations of Fuzzy Logic and Soft Computing by Patricia Melin,Oscar Castillo,Luis T. Aguilar,Witold Pedrycz Pdf

This book comprises a selection of papers from IFSA 2007 on new methods and theories that contribute to the foundations of fuzzy logic and soft computing. Coverage includes the application of fuzzy logic and soft computing in flexible querying, philosophical and human-scientific aspects of soft computing, search engine and information processing and retrieval, as well as intelligent agents and knowledge ant colony.

Author : Andrea Tettamanzi,Marco Tomassini
Publisher : Springer Science & Business Media
Page : 335 pages
File Size : 55,9 Mb
Release : 2013-04-17
Category : Mathematics
ISBN : 9783662043356

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Soft Computing by Andrea Tettamanzi,Marco Tomassini Pdf

Soft computing encompasses various computational methodologies, which, unlike conventional algorithms, are tolerant of imprecision, uncertainty, and partial truth. Soft computing technologies offer adaptability as a characteristic feature and thus permit the tracking of a problem through a changing environment. Besides some recent developments in areas like rough sets and probabilistic networks, fuzzy logic, evolutionary algorithms, and artificial neural networks are core ingredients of soft computing, which are all bio-inspired and can easily be combined synergetically. This book presents a well-balanced integration of fuzzy logic, evolutionary computing, and neural information processing. The three constituents are introduced to the reader systematically and brought together in differentiated combinations step by step. The text was developed from courses given by the authors and offers numerous illustrations as

Author : James J. Buckley,Esfandiar Eslami
Publisher : Springer Science & Business Media
Page : 285 pages
File Size : 49,8 Mb
Release : 2013-11-11
Category : Computers
ISBN : 9783790817997

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An Introduction to Fuzzy Logic and Fuzzy Sets by James J. Buckley,Esfandiar Eslami Pdf

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 : Vladimir Dimitrov,Victor Korotkich
Publisher : Physica
Page : 397 pages
File Size : 41,8 Mb
Release : 2013-12-06
Category : Mathematics
ISBN : 9783790818062

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Fuzzy Logic by Vladimir Dimitrov,Victor Korotkich Pdf

At the beginning of the new millennium, fuzzy logic opens a new challenging perspective in information processing. This perspective emerges out of the ideas of the founder of fuzzy logic - Lotfi Zadeh, to develop 'soft' tools for direct computing with human perceptions. The enigmatic nature of human perceptions manifests in their unique capacity to generalize, extract patterns and capture both the essence and the integrity of the events and phenomena in human life. This capacity goes together with an intrinsic imprecision of the perception-based information. According to Zadeh, it is because of the imprecision of the human imprecision that they do not lend themselves to meaning representation through the use of precise methods based on predicate logic. This is the principal reason why existing scientific theories do not have the capability to operate on perception-based information. We are at the eve of the emergence of a theory with such a capability. Its applicative effectiveness has been already demonstrated through the industrial implementation of the soft computing - a powerful intelligent technology centred in fuzzy logic. At the focus of the papers included in this book is the knowledge and experience of the researchers in relation both to the engineering applications of soft computing and to its social and philosophical implications at the dawn of the third millennium. The papers clearly demonstrate that Fuzzy Logic revolutionizes general approaches for solving applied problems and reveals deep connections between them and their solutions.