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| Author | : Bernadette Bouchon-meunier |
| Publisher | : World Scientific |
| Total Pages | : 509 |
| Release | : 1995-09-15 |
| Genre | : Computers |
| ISBN | : 9814500089 |
Download Fuzzy Logic And Soft Computing Book in PDF, ePub and Kindle
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.
| Author | : Vojislav Kecman |
| Publisher | : MIT Press |
| Total Pages | : 556 |
| Release | : 2001 |
| Genre | : Computers |
| ISBN | : 9780262112550 |
Download Learning and Soft Computing Book in PDF, ePub and Kindle
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 | : Oscar Castillo |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 626 |
| Release | : 2007-10-10 |
| Genre | : Technology & Engineering |
| ISBN | : 3540724346 |
Download Theoretical Advances and Applications of Fuzzy Logic and Soft Computing Book in PDF, ePub and Kindle
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 | : George J Klir |
| Publisher | : World Scientific |
| Total Pages | : 842 |
| Release | : 1996-05-30 |
| Genre | : Computers |
| ISBN | : 9814499811 |
Download Fuzzy Sets, Fuzzy Logic, And Fuzzy Systems: Selected Papers By Lotfi A Zadeh Book in PDF, ePub and Kindle
This book consists of selected papers written by the founder of fuzzy set theory, Lotfi A Zadeh. Since Zadeh is not only the founder of this field, but has also been the principal contributor to its development over the last 30 years, the papers contain virtually all the major ideas in fuzzy set theory, fuzzy logic, and fuzzy systems in their historical context. Many of the ideas presented in the papers are still open to further development. The book is thus an important resource for anyone interested in the areas of fuzzy set theory, fuzzy logic, and fuzzy systems, as well as their applications. Moreover, the book is also intended to play a useful role in higher education, as a rich source of supplementary reading in relevant courses and seminars.The book contains a bibliography of all papers published by Zadeh in the period 1949-1995. It also contains an introduction that traces the development of Zadeh's ideas pertaining to fuzzy sets, fuzzy logic, and fuzzy systems via his papers. The ideas range from his 1965 seminal idea of the concept of a fuzzy set to ideas reflecting his current interest in computing with words — a computing in which linguistic expressions are used in place of numbers.Places in the papers, where each idea is presented can easily be found by the reader via the Subject Index.
| Author | : Guoqing Chen |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 296 |
| Release | : 2012-12-06 |
| Genre | : Mathematics |
| ISBN | : 1461552613 |
Download Fuzzy Logic and Soft Computing Book in PDF, ePub and Kindle
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 | : Fred Aminzadeh |
| Publisher | : |
| Total Pages | : 168 |
| Release | : 2006 |
| Genre | : Neural networks (Computer science) |
| ISBN | : |
Download Neural Networks and Other Soft Computing Techniques with Applications in the Oil Industry Book in PDF, ePub and Kindle
| Author | : Rafik Aziz ogly Aliev |
| Publisher | : World Scientific |
| Total Pages | : 470 |
| Release | : 2001 |
| Genre | : Computers |
| ISBN | : 9789810247003 |
Download Soft Computing and Its Applications Book in PDF, ePub and Kindle
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 | : Oscar Castillo |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 252 |
| Release | : 2008-02-20 |
| Genre | : Mathematics |
| ISBN | : 3540762833 |
Download Type-2 Fuzzy Logic: Theory and Applications Book in PDF, ePub and Kindle
This book describes new methods for building intelligent systems using type-2 fuzzy logic and soft computing (SC) techniques. The authors extend the use of fuzzy logic to a higher order, which is called type-2 fuzzy logic. Combining type-2 fuzzy logic with traditional SC techniques, we can build powerful hybrid intelligent systems that can use the advantages that each technique offers. This book is intended to be a major reference tool and can be used as a textbook.
| 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 | : Andrea Tettamanzi |
| Publisher | : Springer Science & Business Media |
| Total Pages | : 335 |
| Release | : 2013-04-17 |
| Genre | : Mathematics |
| ISBN | : 3662043351 |
Download Soft Computing Book in PDF, ePub and Kindle
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
