Flexible Neuro Fuzzy Systems Structures Learning And Performance Evaluation

Download Flexible Neuro Fuzzy Systems Structures Learning And Performance Evaluation Book or Ebook File with PDF Epub Audio and Full format File with Free Account at yesterdays we have And She's Not There And The Complete Resource Book for Toddlers and Twos Over 2000 Experiences and Ideas! And SOFSEM 2010: Theory and Practice of Computer Science 36th Conference on Current Trends in Theory and Practice of Computer Science, Špindleruv Mlýn, Czech Republic, January 23-29, 2010. Proceedings

Flexible Neuro-Fuzzy Systems Structures, Learning and Performance Evaluation

Download Flexible Neuro Fuzzy Systems Book or Ebook File with PDF Epub Audio and Full format File

Author by : Leszek Rutkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 279
Isbn : 1402080433
Identifier : 9781402080432
Release : 2006-04-18
Publisher by : Springer Science & Business Media
Category : Computers
Ads
Description : Read Now Flexible Neuro Fuzzy Systems by Leszek Rutkowski and you can download with pub, pdf, txt, doc, and more file format with free account. flexible neuro-fuzzy systems is the first professional literature about the new class of powerful, flexible fuzzy systems. the author incorporates various flexibility parameters to the construction of neuro-fuzzy systems. this approach dramatically improves their performance, allowing the systems to perfectly represent the pattern encoded in data. flexible neuro-fuzzy systems is the only book that proposes a flexible approach to fuzzy modeling and fills the gap in existing literature. this book introduces new fuzzy systems which outperform previous approaches to system modeling and classification, and has the following features: -provides a framework for unification, construction and development of neuro-fuzzy systems; -presents complete algorithms in a systematic and structured fashion, facilitating understanding and implementation, -covers not only advanced topics but also fundamentals of fuzzy sets, -includes problems and exercises following each chapter, -illustrates the results on a wide variety of simulations, -provides tools for possible applications in business and economics, medicine and bioengineering, automatic control, robotics and civil engineering.

Fuzzy Logic Theory and Applications Part I and Part II

Download Fuzzy Logic Theory And Applications Book or Ebook File with PDF Epub Audio and Full format File

Author by : Lotfi A Zadeh
Languange Used : English, France, Spanish, Italia and chinese
Page : 612
Isbn : 9813238194
Identifier : 9789813238190
Release : 2018-11-28
Publisher by : World Scientific Publishing
Category : Computers
Ads
Description : Read Now Fuzzy Logic Theory And Applications by Lotfi A Zadeh and you can download with pub, pdf, txt, doc, and more file format with free account. nowadays, voluminous textbooks and monographs in fuzzy logic are devoted only to separate or some combination of separate facets of fuzzy logic. there is a lack of a single book that presents a comprehensive and self-contained theory of fuzzy logic and its applications. written by world renowned authors, lofti zadeh, also known as the father of fuzzy logic, and rafik aliev, who are pioneers in fuzzy logic and fuzzy sets, this unique compendium includes all the principal facets of fuzzy logic such as logical, fuzzy-set-theoretic, epistemic and relational. theoretical problems are prominently illustrated and illuminated by numerous carefully worked-out and thought-through examples. this invaluable volume will be a useful reference guide for academics, practitioners, graduates and undergraduates in fuzzy logic and its applications.

Design of Interpretable Fuzzy Systems

Download Design Of Interpretable Fuzzy Systems Book or Ebook File with PDF Epub Audio and Full format File

Author by : Krzysztof Cpałka
Languange Used : English, France, Spanish, Italia and chinese
Page : 196
Isbn : 3319528815
Identifier : 9783319528816
Release : 2017-01-31
Publisher by : Springer
Category : Computers
Ads
Description : Read Now Design Of Interpretable Fuzzy Systems by Krzysztof Cpałka and you can download with pub, pdf, txt, doc, and more file format with free account. this book shows that the term “interpretability” goes far beyond the concept of readability of a fuzzy set and fuzzy rules. it focuses on novel and precise operators of aggregation, inference, and defuzzification leading to flexible mamdani-type and logical-type systems that can achieve the required accuracy using a less complex rule base. the individual chapters describe various aspects of interpretability, including appropriate selection of the structure of a fuzzy system, focusing on improving the interpretability of fuzzy systems designed using both gradient-learning and evolutionary algorithms. it also demonstrates how to eliminate various system components, such as inputs, rules and fuzzy sets, whose reduction does not adversely affect system accuracy. it illustrates the performance of the developed algorithms and methods with commonly used benchmarks. the book provides valuable tools for possible applications in many fields including expert systems, automatic control and robotics.

Artificial Intelligence and Soft Computing — ICAISC 2004 7th International Conference Zakopane, Poland, June 7–11, 2004 Proceedings

Download Artificial Intelligence And Soft Computing Icaisc 2004 Book or Ebook File with PDF Epub Audio and Full format File

Author by : Leszek Rutkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 1210
Isbn : 3540248447
Identifier : 9783540248446
Release : 2004-05-18
Publisher by : Springer
Category : Computers
Ads
Description : Read Now Artificial Intelligence And Soft Computing Icaisc 2004 by Leszek Rutkowski and you can download with pub, pdf, txt, doc, and more file format with free account. this book constitutes the refereed proceedings of the 7th international conference on artificial intelligence and soft computing, icaisc 2004, held in zakopane, poland in june 2004. the 172 revised contributed papers presented together with 17 invited papers were carefully reviewed and selected from 250 submissions. the papers are organized in topical sections on neural networks, fuzzy systems, evolutionary algorithms, rough sets, soft computing in classification, image processing, robotics, multiagent systems, problems in ai, intelligent control, modeling and system identification, medical applications, mechanical applications, and applications in various fields.

Soft Computing and Its Applications

Download Soft Computing And Its Applications Book or Ebook File with PDF Epub Audio and Full format File

Author by : Rafik Aziz ogly Aliev
Languange Used : English, France, Spanish, Italia and chinese
Page : 444
Isbn : 9789810247003
Identifier : 9810247001
Release : 2001
Publisher by : World Scientific
Category : Computers
Ads
Description : Read Now Soft Computing And Its Applications by Rafik Aziz ogly Aliev and you can download with pub, pdf, txt, doc, and more file format with free account. 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.

Aggregation Operators New Trends and Applications

Download Aggregation Operators Book or Ebook File with PDF Epub Audio and Full format File

Author by : Tomasa Calvo
Languange Used : English, France, Spanish, Italia and chinese
Page : 353
Isbn : 9783790814682
Identifier : 3790814687
Release : 2002-04-10
Publisher by : Springer Science & Business Media
Category : Computers
Ads
Description : Read Now Aggregation Operators by Tomasa Calvo and you can download with pub, pdf, txt, doc, and more file format with free account. 1. the increasing number of research papers appeared in the last years that either make use of aggregation functions or contribute to its theoretieal study asses its growing importance in the field of fuzzy logie and in others where uncertainty and imprecision play a relevant role. since these papers are pub lished in many journals, few books and several proceedings of conferences, books on aggregation are partieularly welcome. to my knowledge, "agrega tion operators. new trends and applications" is the first book aiming at generality , and i take it as a honour to write this foreword in response to the gentle demand of its editors, radko mesiar, tomasa calvo and gaspar mayor. my pleasure also derives from the fact that twenty years aga i was one of the first spaniards interested in the study of aggregation functions, and this book includes work by several spanish authors. the book contains nice and relevant original papers, authored by some of the most outstanding researchers in the field, and since it can serve, as the editors point out in the preface, as a small handbook on aggregation, the book is very useful for those entering the subject for the first time. the book also contains apart dealing with potential areas of application, so it can be helpful in gaining insight on the future developments.

Innovations in Computing Sciences and Software Engineering

Download Innovations In Computing Sciences And Software Engineering Book or Ebook File with PDF Epub Audio and Full format File

Author by : Tarek Sobh
Languange Used : English, France, Spanish, Italia and chinese
Page : 638
Isbn : 9789048191123
Identifier : 9048191122
Release : 2010-06-26
Publisher by : Springer Science & Business Media
Category : Computers
Ads
Description : Read Now Innovations In Computing Sciences And Software Engineering by Tarek Sobh and you can download with pub, pdf, txt, doc, and more file format with free account. innovations in computing sciences and software engineering includes a set of rigorously reviewed world-class manuscripts addressing and detailing state-of-the-art research projects in the areas of computer science, software engineering, computer engineering, and systems engineering and sciences. topics covered: •image and pattern recognition: compression, image processing, signal processing architectures, signal processing for communication, signal processing implementation, speech compression, and video coding architectures. •languages and systems: algorithms, databases, embedded systems and applications, file systems and i/o, geographical information systems, kernel and os structures, knowledge based systems, modeling and simulation, object based software engineering, programming languages, and programming models and tools. •parallel processing: distributed scheduling, multiprocessing, real-time systems, simulation modeling and development, and web applications. •signal and image processing: content based video retrieval, character recognition, incremental learning for speech recognition, signal processing theory and methods, and vision-based monitoring systems. •software and systems: activity-based software estimation, algorithms, genetic algorithms, information systems security, programming languages, software protection techniques, software protection techniques, and user interfaces. •distributed processing: asynchronous message passing system, heterogeneous software environments, mobile ad hoc networks, resource allocation, and sensor networks. •new trends in computing: computers for people of special needs, fuzzy inference, human computer interaction, incremental learning, internet-based computing models, machine intelligence, natural language.

Books in Print, 2004-2005

Download Books In Print 2004 2005 Book or Ebook File with PDF Epub Audio and Full format File

Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn : 9780835246491
Identifier : 0835246493
Release : 2004
Publisher by : no defined
Category : Literature
Ads
Description : Read Now Books In Print 2004 2005 by no defined and you can download with pub, pdf, txt, doc, and more file format with free account.

The British National Bibliography

Download The British National Bibliography Book or Ebook File with PDF Epub Audio and Full format File

Author by : Arthur James Wells
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn :
Identifier : UOM:39015057956560
Release : 2004
Publisher by : no defined
Category : English literature
Ads
Description : Read Now The British National Bibliography by Arthur James Wells and you can download with pub, pdf, txt, doc, and more file format with free account.

Computational Intelligence Methods and Techniques

Download Computational Intelligence Book or Ebook File with PDF Epub Audio and Full format File

Author by : Leszek Rutkowski
Languange Used : English, France, Spanish, Italia and chinese
Page : 514
Isbn : 3540762876
Identifier : 9783540762874
Release : 2008-05-29
Publisher by : Springer Science & Business Media
Category : Mathematics
Ads
Description : Read Now Computational Intelligence by Leszek Rutkowski and you can download with pub, pdf, txt, doc, and more file format with free account. this quite simply superb book focuses on various techniques of computational intelligence, both single ones and those which form hybrid methods. these techniques are today commonly applied to issues of artificial intelligence. the book presents methods of knowledge representation using different techniques, namely the rough sets, type-1 fuzzy sets and type-2 fuzzy sets. next up, various neural network architectures are presented and their learning algorithms are derived. then, the family of evolutionary algorithms is discussed, including connections between these techniques and neural networks and fuzzy systems. finally, various methods of data partitioning and algorithms of automatic data clustering are given and new neuro-fuzzy architectures are studied and compared.

American Book Publishing Record

Download American Book Publishing Record Book or Ebook File with PDF Epub Audio and Full format File

Author by : no defined
Languange Used : English, France, Spanish, Italia and chinese
Page : 233
Isbn :
Identifier : UOM:39015066043202
Release : 2003
Publisher by : no defined
Category : American literature
Ads
Description : Read Now American Book Publishing Record by no defined and you can download with pub, pdf, txt, doc, and more file format with free account.

Neural Networks and Fuzzy Logic for Structural Control

Download Neural Networks And Fuzzy Logic For Structural Control Book or Ebook File with PDF Epub Audio and Full format File

Author by : Abdolreza Joghataie
Languange Used : English, France, Spanish, Italia and chinese
Page : 534
Isbn :
Identifier : OCLC:34844023
Release : 1995
Publisher by : no defined
Category :
Ads
Description : Read Now Neural Networks And Fuzzy Logic For Structural Control by Abdolreza Joghataie and you can download with pub, pdf, txt, doc, and more file format with free account. a new method for the active control of structures is proposed in this study. this method is based on the use of learning capability and adaptivity of neural networks and the high degree of flexibility and adjustability acquired through utilization of fuzzy logic. this method is classified as a "learning control method" with emphasis on the important role of the learning capabilities of the controller. however it can be classified as a smart or an intelligent control method too. this method has been called the "neuro-fuzzy control method" and its corresponding controller, the "neuro-fuzzy controller". neuro-fuzzy controllers can theoretically cope with any nonlinearity, delay and imperfection in the controlled structure. hence they can be considered as general controllers for structural purposes. in this method, a neural network called the "emulator neural network" is trained to learn to predict the response of the structure from the history of response and control signals. it learns about all the sources of nonlinearity and time delay, actuators capacity and any imperfections in the whole control system, implicitly. then it is used in a preliminary control of the structure and the training of another neural network called the "neuro-controller". neuro-controller has all the required knowledge of controlling the structure. at last a supplementary fuzzy controller is constructed to improve on the performance of the "neuro-controller". these two controllers which work in series, constitute the "neuro-fuzzy controller". in this study, the neuro-fuzzy control method is explained and its capabilities are numerically assessed through its application to the digital control of a three storey steel frame structure, subjected to different simulated earthquake excitations. also for the sake of comparison, the predictive optimal control method is used in the control of the same structure, subjected to the same excitations. then the results of the neuro-fuzzy control and the predictive optimal control methods are compared to each other. it is shown that the neuro-fuzzy controller is able to provide better results than the predictive optimal controller. also, it is proposed to use as the criteria for the evaluation of capabilities of any control method, the three characteristics of adaptivity, prediction capability and simplicity of that method. it is discussed and demonstrated that the neuro-fuzzy control method satisfies these criteria better than the other proposed methods. neural network related issues have played important roles in the progress of this study. these issues such as improvements on the learning speed of the muiti-layer feed-forward neural networks are discussed in this article too.